Finance and Economics Discussion Series: Accessible versions of figures for 2015-074

Forecasting with Sufficient Dimension Reductions

Accessible version of figures


Figure 1: Example of alignment of data in out-of-sample forecasting scheme.

The table is designed by the authors and aims at describing how the data are physically aligned in the R dataframes that are used for estimation. Data are arranged chronologically in vertical columns that is each row contains data of each time-series in one particular date. The variable to be forecast 1,3,6,12 or 24 months ahead is advanced and aligned with the data used to forecast it. So for instance the inflation rate at date 1984m4 is aligned with the inflation rate at date 1984m1, lagged inflation rate at date 1983m12 and the other predictors, or principal components or partial least squares components, denoted respectively X, PC and PLS at date 1984m1. The rightmost portion of the screenshot shows the alignment of the forecast, on the same row of the realization of the variable to be forecasted and contained in a cell of the same color to highlight the fact the forecast error will be computed as a subtraction of cells of the same color.

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Figure2: Top Panel lambda min selected by ridge by horizon

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2.62893821326196 1.12129133333829 0.215025028719472 16.1753688946932 0.212705221162186
3.8121134697587 1.48310945808981 1.04593031787055 0.186077505314449 0.212778376594276
3.46866730959365 0.64094609334448 0.178319125255814 0.185817056453927 0.212501717829298
4.16914961572861 1.11852464843504 0.341570370197989 0.185610735505491 0.21228225936815
4.18152871101377 1.23417879440542 0.178476061938919 0.186089726913041 11.6191043800546
0.540674698738817 0.851072079846692 0.178250899569269 0.185936653037186 0.212305050826881
3.80601312073122 1.12436770865166 0.178110862230772 0.185783376027225 0.212155079221814


Figure2: Bottom Panel lambda 1se selected by ridge by horizon

ncomp.RIDGE1se.h1 ncomp.RIDGE1se.h3 ncomp.RIDGE1se.h6 ncomp.RIDGE1se.h12 ncomp.RIDGE1se.h24
13.6179113223223 1.85431369582912 0.392235059945658 0.268782064060031 0.556637660203236
1715.07573284174 0.730015179220908 0.429680765623595 0.427169191477815 0.419898318695085
28.7593302729061 1.89445773328215 0.396640683814529 0.324879583424895 0.557033498884021
44.7206445071119 4.6927218963577 0.472253263896144 0.354947635015512 0.609569830879802
17.2251296951218 4.74339334215128 0.402782126893179 0.334037256248802 0.616817610656546
30.3837207868764 1.73223268310546 0.449877904611075 0.339397130364555 0.524754706285972
26.8368876985013 1.67661503349578 0.297782711224327 0.27280368678424 0.525497978413445
22.0451854941454 2.90750229421449 0.323833973670222 0.327178772168385 0.524594384544897
42.515088187915 3.49202655446017 0.42749063723757 0.27214895068966 0.397776370414153
27.1001708106261 1.27400549955014 0.568743603306605 0.434129624312695 1.46079051350501
5.47170468995168 2.02344002683993 0.522305701708857 0.275524895246101 0.363983377718857
11.6033932788194 3.90670477567596 0.363387320372555 0.33507538393133 0.490475698545304
10.5426474502306 1.15016332866139 0.297537777784414 0.300709070444959 0.75651594506558
20.178292678777 2.01234180317133 0.520219725648862 0.274199916020388 0.826820217602621
20.1417845687953 1.2615307648129 0.392818355395436 0.329679852737162 0.520082453261046
24.4506465383337 1.5401227761751 0.479160514933395 0.276550214969886 0.359346689028093
26.5667325514592 2.67180190326667 0.573276559734929 0.301796998006 0.393583696468823
11.5134314038993 2.21813917173252 0.433586200787151 0.36357135444244 0.431288902818205
26.5787061138076 1.5270182842015 0.35918235503298 0.301363227028775 0.430673083206227
12.601480908716 2.21167466041796 0.520630318538653 0.362425484694492 0.517788154420314
10.4437194763071 1.38656212357046 0.519722838480021 0.329650467615332 0.470928047535173
15.1367111365558 2.41763404685693 0.35749650998097 0.361270537477421 0.621099425017967
1582.57436346733 1.38344709566924 0.518100892523442 0.434443409270377 0.427344568804552
7.16463320598436 1.38107531281347 0.391246667265623 0.433689893550158 0.354168157701752
10.418725157856 0.873246627194883 0.628487871614415 0.438062692872202 0.389426173386051
16.4830856603845 1.25846057042989 0.357289577859149 0.361347430504265 0.562876795694508
6.49588161128058 1.65808879749674 0.567366153848258 0.248479082108596 0.466071607770443
72.9596425241944 1.0406661826246 0.39068371643578 0.328141602020507 0.51012474453109
21.7121216401053 1.99445221731865 0.355677439004755 0.359848695868017 0.464000830019501
1565.13178056473 1.37236444582727 0.515150244826163 0.271749894520172 0.463223601466756
45.5912071104542 1.03690011958657 0.389671107956652 0.298072237387362 0.42197359000586
138.960721918164 1.03488482501685 0.564323943259525 0.297455969424671 0.384031036398939
5.3459205382951 1.80543627419534 0.563375585166606 0.270573414050686 0.556016774375638
12.3477547457623 1.8053521213658 0.562752156486393 0.296715808587844 0.505738235239678
16.2817865435444 1.03296157288155 0.425465276521322 0.430143154753458 0.459097229566267
28.4054220474845 2.38231098846166 0.387022865549786 0.245733995537578 0.379515843094342
21.4521734128597 2.37836635876648 0.352055812516194 0.29549652629982 0.601829621207658
21.4239949658977 1.03573035212573 0.468522466804755 0.326307630777207 0.546584273693686
14.700545802696 1.36324885387905 0.425033672225403 0.356481206563837 0.453957594395372
6.95976082615494 1.49224640680616 0.510797369565353 0.389286508999298 0.342807505402529
14.6256309610132 1.48979933211496 0.38576647309015 0.322661786180932 0.375622018009681
77.9748376281649 1.48838932069324 0.463702870778589 0.267708891405459 0.450698356562123
30.6983666305976 1.63142697643368 0.3194534715829 0.321725513753903 0.493825391042466
44.4657111665474 1.23211487955145 0.350031002821779 0.22139229439238 0.409380445206423
19.2170676490327 2.14968343220059 0.420930415451011 0.423922450374109 0.492359085365083
10.9537652652976 1.62067233078236 0.384913693593687 0.321265286908407 0.339043740629987
36.6482822592087 1.47733896214461 0.385729888117533 0.293075682094889 0.408655545359878
11.9810961938769 1.77630587700552 0.4226040164732 0.266585074809444 0.372206197159676
7.47445896009916 1.33217830029092 0.506213404638342 0.291409580657766 0.308804925865479
67.8229864831173 1.58898203228726 0.461491663098187 0.267985683315328 0.652290555257308
1464.02346083103 1.94999944772728 0.324100036106346 0.273816048965408 0.461359721556572
128.550835531441 1.4555467830253 0.38558231003156 0.275495081745273 0.390218075512586
13.563275798155 1.59024673797544 0.383015892483589 0.250330604615388 0.427100606958322
11.2682962097069 1.09598319652902 0.263878814100018 0.300869373273823 0.353860878812016
13.5292485421951 1.09603881014485 0.610642399854877 0.330917219550313 0.468280724625766
25.9071231354446 1.58767178754953 0.506170312302245 0.364012990862839 0.468761462489569
7.74335879210342 1.09451379869635 0.419296449564679 0.228170071787425 0.388418045456502
37.5667819001323 1.58938602698883 0.263569010373424 0.48038723714319 0.388273710354244
12.2824256595583 1.20045678689746 0.607938254540865 0.330761636690068 0.467112163500683
16.1502146917228 0.993473626966992 0.41784601820754 0.249566130044225 0.465928332052953
103.91549805985 0.825201890905009 0.730813285101713 0.300749005775967 0.465866617297506
16.1289171060868 1.31089954692369 0.380238407745103 0.300106889228705 0.614121038209518
21.2891628779782 1.43651495804218 0.550817236719084 0.328832385386801 0.384761489128612
9.21408524560629 1.30805334077701 0.45692871777932 0.328632555943422 0.384324150044447
25.6600693965414 0.901380877829168 0.549892479599286 0.271962039527415 0.46124981862918
16.1293311613821 1.08508414854116 0.501063760132982 0.359373966918848 0.419318172495664
40.9261207935836 1.18999176962023 0.549183593430967 0.29728760536054 0.458468915164908
6.98316072796168 1.1898654995109 0.549443368052451 0.392808718752388 0.457962070002469
7.64529735285654 1.1869452809566 0.49942300566886 0.357319871369136 0.501749030340231
5.26464308633442 1.56680550605175 0.45449002186595 0.429796459004066 0.456533504366725
7.63653493947144 1.29992028125479 0.546739545006828 0.324263645559868 0.548324961460411
9.2049814592282 2.06834605256007 0.547012685045772 0.389334218445263 0.413594342239231
17.6678298359804 1.71368043362341 0.376198074098908 0.244147153582752 0.497475161748272
14.6577146607141 0.981772370410266 0.453743135959142 0.427161410417655 0.453589460767001
16.0161022386403 1.42012569911053 0.452438427880426 0.354455440275564 0.721728013501766
23.4066407500949 1.18341800851503 0.497999026135824 0.222595597106355 0.453135269131189
5.80679465643766 2.07109022650551 0.453836586251035 0.353929280199258 0.496597349146535
9.22760442053761 0.894775699423753 0.599172906201932 0.221879704495498 0.597215111447187
13.3681321521965 0.81409048909562 0.720645082282122 0.352558397172694 0.494856931730482
10.0977836466546 1.29435848693422 0.451921552345126 0.29215323480535 0.594360084986996
10.0829407561432 1.41846794903431 0.451261282198396 0.385607852841182 0.491919222152304
6.32213851735951 1.41646865261944 0.596049680605904 0.612430206353577 0.648209419674443
4.77556794653732 1.28877656598873 0.410248442559466 0.42142331741499 0.445978754619592
15.9829694988802 0.973520962400298 0.652303167747744 0.317923793422263 0.405022469759977
19.2338387535809 1.40908624165722 0.281861717640851 0.459672254279787 0.533460745606246
27.8966460985688 0.885237078376922 0.339118908234401 0.416351792496819 0.440536791467714
27.7402266617159 2.04040398161597 0.372227297114778 0.286629328563034 0.482928379118877
30.5372274967817 0.97474830507422 0.54354609229675 0.381927039808325 0.442318695003576
22.9496207701952 1.16345145507039 0.650166780788464 0.504992942102747 0.366874792407081
14.3841984140515 1.05576709607823 0.538471231834074 0.288539375712246 0.484267243774559
30.2334238429734 0.875271527452673 0.337701963712597 0.347190673882491 0.252146794687828
13.1360048213881 1.8566519260233 0.41061868229366 0.264523900038554 0.641643598319943
15.6970953843626 1.0559845348482 0.44707807524004 0.383651111436443 0.402576738612329
27.4121273552526 0.79549829933211 0.489668564224676 0.240595019245868 0.484293242884676
17.178355234471 2.21271203569907 0.405956800412107 0.348500540911568 0.365855375198408
11.878707027841 1.05186614635678 0.709079766119274 0.239948234029439 0.581767686811156
37.1106135823011 1.29843606326007 0.260244417352699 0.266575200472029 0.488821605125916
36.9707855851607 0.554805183660279 0.656966843798252 0.320406213632856 0.444893453532248
19.2788059507391 2.69626835794448 0.375314719578025 0.265784606462783 0.336479165775802
44.3527583426909 0.884059548652576 0.498221229074977 0.350541591168936 0.534790080524221
15.967355903106 1.17091046539072 0.659462953703755 0.347950219446045 0.532084472396847
6.91885264624303 1.53675498060547 0.34299834388777 0.289579433373049 0.533427478951634
1394.94311981115 1.06132002354464 0.657160377090547 0.240338843285894 0.486027812564538
9.18898611190756 1.86689518154149 0.379731543160953 0.352151190163327 0.337602845244027
6.32130070202411 1.54134607615987 0.454158670881112 0.294311402230288 0.339281938882835
21.1528224087338 1.16417502963905 0.413158157654459 0.270942356427238 0.34157528671268
10.0549957398446 2.02748362616517 0.341306774275272 0.472286747774286 0.373966253367008
8.33337458834845 1.16162878833259 0.341341917112525 0.325497428923596 0.373797260846926
1388.15896235158 2.44172738332893 0.410584265262338 0.270079755892375 0.373482159679306
40.2639786124569 1.84745718888551 0.341058793663364 0.246015638542816 0.340148898645313
58.4160019012564 1.27400419928405 0.410883790154745 0.296747899481946 0.409980033191657
15.7995347040286 1.05432621812662 0.449647058219846 0.269929336166713 0.493021641650256
5.67376523181369 1.84228847249928 0.493241435173921 0.325045688961827 0.372716091875219
22.8498153663485 1.26756267979537 0.408838972564839 0.269544676725904 0.372250276361163
22.8532729971823 1.15439397526495 0.339272968037007 0.268743966985925 0.338306318928697
20.7876774758178 1.83502930258371 0.78290865706723 0.244355189541477 0.406641102919031
1365.87498191454 1.38630901627534 0.44741916229638 0.222243296067143 0.445470443454824
17.2699151255289 1.52119868537839 0.490889767460495 0.243231028661997 0.487748597540644
25.0767570100868 1.39072841368477 0.28148470265793 0.353316592385378 0.336421095491769
10.8062065552043 2.42383751580279 0.447095429327411 0.292970853828737 0.644409091968456
20.7363628825161 1.38901290063643 0.712722370945653 0.386639540357372 0.404080019562745
6.76657480142002 2.01065716454819 0.307839577732715 0.386195588834237 0.442897434829759
27.3206397457505 3.20108766921462 0.33777191687423 0.266125289441954 0.403371565594716
10.7574704003649 1.14913115635895 0.337423442504577 0.319225395140396 0.366338010425384
4.23752348989876 1.04570084947785 0.646317265848469 0.240628685961115 0.365352056968009
24.7853638034998 1.25820775033102 0.535930992271488 0.289087618752347 0.364499427241019
7.38556739707895 1.25659739568798 0.368923264793149 0.381572462944547 0.250825190668744
12.8886468781107 1.37801339963217 0.404466185564896 0.288073976493516 0.301533786372536
22.4947992899009 1.37626296745121 0.443336756422626 0.238835196148757 0.362695239967926
2.64862296136678 1.25524198188796 0.404347509248637 0.217738048206043 0.301166243708364
7.34478658340288 1.50851777656678 0.367653383542245 0.346273735885226 0.330086532926421
39.2334780521876 1.81608237651656 0.253255273381974 0.314325289494119 0.361076262046052
29.6934660280382 2.1876837847257 0.585364684060823 0.314465206741401 0.395915819039023
82.4174441205764 1.65309960773424 0.366967156638551 0.313538916097504 0.433125531220004
5.54965158459935 1.81283508455256 0.441556924807409 0.284624655680033 0.431621108685246
18.5858518034607 0.785776495443602 0.703306125860453 0.343079576653311 0.473407997563865
12.7769087522025 1.81125113662226 0.5310941740902 0.23585255525839 0.430430163098393
9.65733426033124 2.18075744346853 0.366283122782682 0.495445262641617 0.471471554712166
12.7442055971865 1.98302879648174 0.365659890434607 0.213765066798244 0.515862554051857
11.6014924874001 1.2432532738591 0.365157373623813 0.256923510038949 0.427446942489271
15.3413410727967 1.13237780874967 0.400451408581093 0.233610493431454 0.564021590828946
8.78477117330539 1.24700481065029 0.276694209310845 0.408915594494807 0.354477917190672
15.3144004240419 1.64356753120607 0.364767774280246 0.309012015217875 0.354097914163265
15.2754763417974 1.36252647901418 0.399750955518966 0.371552639108986 0.562869440138628
42.6242346493145 1.64376344057021 0.400494150563523 0.307378026934576 0.465866838805381
12.6849559492772 1.24291091604424 0.399581561130147 0.336810980740612 0.351838298366697
11.5438046147935 2.16936247939305 0.331335178319736 0.254473389138693 0.351357252406567
11.5481618164337 1.36451337776596 0.363965814832399 0.305462289420362 0.421971473735126
7.23573059087044 2.37717406179863 0.330929750757312 0.304971050859267 0.349808390981998
20.1002403981212 1.12762231854796 0.36277695568082 0.276780601856032 0.419736048756139
11.4830482917342 0.85246477949543 0.436644899685599 0.333274365852782 0.419480856052286
50.8700199469776 1.23676126630836 0.436523981441886 0.304210516295331 0.382412210212378
19.9779906386992 1.23382985921045 0.397020562354976 0.36563713985585 0.316741734788
10.424548134843 1.79095075727824 0.397244253526008 0.27552063845878 0.346388332506329
16.58613847941 0.705319259251428 0.435234181036615 0.228493541845824 0.261614830987756
13.7577239341383 1.62769465814907 0.396172980735459 0.274637154987636 0.344898971298948
19.9349680420338 1.62545420016974 0.299367437729582 0.24997208101564 0.455307567005976
6.52003203542011 1.22813849816532 0.433814588220354 0.227494552192742 0.343683140330357
11.3923271863204 1.47795988670356 0.475529070507854 0.329695306858801 0.312465304174222
6.52866348381328 1.02056160861799 0.395342624957952 0.300603238826564 0.453493469476472
9.45375686365772 1.47725554486159 0.32747320331894 0.273518383355904 0.37588624277106
18.1101253815746 1.61937978352323 0.298030664495699 0.226813302882855 0.411874924150522
7.13665293966917 1.94880422735182 0.393681328694327 0.27300145406538 0.374947543012132
12.4605525760551 1.61612305917032 0.393129769597175 0.395518390074029 0.341181188877086
5.39105541763404 0.84179553036978 0.297213180448889 0.298996946206215 0.282948432466717
8.58392119108079 2.13116711409947 0.357401847389549 0.247896751943967 0.340466489413254
10.3240335983403 1.46919393896208 0.43055761519021 0.205786323159687 0.33990573993569
7.1077145015756 1.46749243432348 0.518007566639357 0.27172236051862 0.408875042194681
9.45991312300797 1.94631829099531 0.297734750477284 0.272890225753705 0.257032944122507
18.1505051014037 1.61550215208446 0.326085786363184 0.328121935853081 0.448655350965654
7.84032067507469 1.01384583164104 0.296951531639114 0.248091439521069 0.308566527452836
15.0340327025016 1.94408125657865 0.357528155794973 0.359824763359646 0.371921687704795
3.71719143858707 1.21826371792005 0.270167741892167 0.225536935166528 0.338511835396401
7.12109631194412 0.92051970934892 0.356738489324465 0.297805936759707 0.40728538487961
10.3196988056862 1.33399684305603 0.295833510743337 0.271040344456886 0.370673264134059
12.4276442433146 1.60647026879464 0.428968981893433 0.35797052037849 0.280014820637713
4.06234299337198 1.21353336353272 0.295572428072195 0.270848295816471 0.445892925724743
13.599945538847 1.75862403953921 0.390281765001913 0.296915000432561 0.445647295059613
4.88201418755981 1.32881726961859 0.355202029017344 0.29657509222177 0.405567550696144
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46.972116956694 2.8511130881688 0.545040104947063 6.38375092673918 74.6884525123495
7.31558697900164 2.85245543895421 1624.15580931601 0.324929581784858 0.648348949020828
12.7562436649508 4.13585143560157 158.556976439456 6.3732416536929 0.406894403505456

Return to text


Figure 3, Top Panel: number of components of principal components regression cross-validated

h1 h2 h3 h4 h5
30 28 47 23 28
29 33 30 25 30
31 28 46 31 27
25 29 31 30 31
28 45 31 47 29
23 26 31 23 33
26 23 29 32 33
29 33 24 29 28
31 27 26 31 32
32 27 32 31 27
32 65 29 32 31
31 33 31 27 34
27 28 27 27 27
32 31 33 26 32
27 32 32 32 27
31 28 31 44 32
32 29 31 32 32
31 23 31 26 33
30 24 33 23 31
27 48 31 51 45
28 22 33 34 27
45 34 30 31 24
32 32 34 57 32
28 34 26 49 34
28 34 28 48 32
41 31 33 30 27
27 32 32 28 27
31 26 28 27 32
31 25 31 53 27
27 25 26 53 34
26 64 27 34 26
28 32 29 26 31
27 25 44 27 25
31 32 31 36 33
28 36 26 50 33
62 31 33 27 33
28 34 38 44 24
50 34 32 24 35
34 24 34 33 35
32 45 48 50 25
32 33 28 35 27
31 27 34 32 25
36 32 33 34 35
23 37 26 33 32
33 33 30 30 26
27 22 33 32 33
32 33 26 33 34
34 39 34 32 33
32 27 33 32 28
22 33 30 41 39
34 27 33 34 23
25 32 33 32 34
33 26 27 36 35
26 27 42 27 27
28 29 25 35 49
31 26 34 29 32
28 25 28 26 27
24 52 35 22 28
27 48 33 36 34
34 24 28 29 25
58 32 28 35 32
58 27 29 32 60
28 27 29 25 27
26 38 34 33 31
47 32 48 35 26
34 27 34 32 25
24 24 52 33 26
27 34 33 32 28
60 33 26 25 33
52 35 27 63 25
58 33 26 26 37
32 28 36 24 25
26 26 22 25 61
34 23 25 27 27
35 41 25 22 35
26 32 33 23 26
37 26 64 35 22
33 29 28 29 25
24 26 35 27 49
34 23 66 25 34
48 32 33 25 36
32 33 26 26 34
37 26 33 22 34
25 27 25 36 28
27 25 29 32 48
32 26 36 31 22
33 27 22 24 35
22 27 23 28 24
23 25 22 34 24
39 28 22 32 26
32 60 25 34 34
27 24 23 28 65
26 34 28 30 26
32 22 23 23 24
27 34 22 26 26
34 29 25 25 24
65 65 63 39 44
59 29 22 26 35
26 27 24 23 23
29 26 25 60 29
33 26 42 27 29
24 70 66 29 28
24 26 22 25 22
24 35 30 26 35
26 35 34 34 25
27 27 25 26 27
27 33 34 27 26
29 43 26 26 35
34 25 33 26 28
65 64 26 26 59
27 37 22 26 35
30 34 27 34 28
27 22 28 27 26
27 28 25 67 35
25 29 29 26 36
35 26 27 29 32
35 27 27 24 27
28 33 26 28 34
31 28 37 28 60
26 28 27 29 31
27 35 27 29 27
65 27 30 37 44
29 27 38 35 27
25 24 35 25 24
22 21 27 27 25
28 27 65 26 28
19 24 27 28 26
28 25 27 27 27
26 28 28 25 65
66 27 68 62 26
30 30 33 69 36
26 28 22 24 25
27 22 27 66 23
24 66 60 23 27
29 29 60 24 28
24 61 26 36 25
69 22 34 26 26
25 28 33 29 27
70 26 24 63 68
25 24 29 30 30
35 27 27 27 66
26 27 24 35 22
25 27 27 36 26
26 28 65 66 28
29 25 26 68 28
25 28 23 29 29
25 27 26 25 71
22 65 26 26 71
25 23 36 26 23
28 28 27 22 22
25 22 26 22 22
34 29 29 22 26
29 22 22 27 22
29 27 37 23 22
22 22 66 28 22
23 29 23 22 25
27 27 22 27 68
23 22 27 28 28
63 26 29 29 65
27 22 27 24 23
22 66 22 22 23
22 22 47 23 22
22 27 23 22 26
22 23 22 22 22
22 28 27 22 22
22 23 28 21 22
22 26 34 26 22
27 27 34 65 22
25 22 22 22 25
22 23 23 36 35
23 24 63 21 31
27 24 21 23 29
22 22 22 22 26
24 22 25 28 22
26 63 22 38 21
21 22 22 22 63
23 24 37 72 22
22 36 25 24 69
26 69 23 22 26
37 22 47 37 23
23 24 21 24 34
23 23 25 21 22
22 26 21 22 22
26 71 37 21 65
26 37 23 63 36
35 35 25 23 26
26 26 25 36 25
22 69 27 22 22
65 63 22 22 68
22 25 26 21 34
37 31 64 27 25
36 24 27 27 23
26 24 41 29 38
24 25 63 64 22
66 64 25 22 22
23 64 62 34 27
22 24 68 64 22
65 25 26 62 24
28 65 65 23 63
34 25 24 64 65
68 63 66 65 26
63 25 35 64 28
63 31 26 62 23
62 63 63 26 63
23 63 25 64 62
28 66 21 68 26
25 27 23 27 65
26 63 25 63 65
64 62 65 63 68
65 25 68 22 64
65 63 63 25 24
65 36 23 63 23
24 64 63 23 62
35 24 26 23 69
23 69 25 64 24
64 63 64 26 63
48 51 68 25 64
64 66 72 64 64
63 64 68 27 63
69 49 27 67 64
66 26 63 65 64
73 65 62 63 74
47 63 66 50 63
64 63 26 63 64
63 67 63 63 64
48 68 66 66 63
73 25 63 68 63
64 25 63 64 65
47 65 63 63 64
61 63 66 24 26
57 41 66 42 63
63 60 65 44 57
56 25 66 67 66
63 73 68 66 65
47 65 25 22 68
64 65 72 66 67
71 64 67 67 49
27 48 67 67 29
69 70 67 24 24
75 62 24 71 77
62 66 71 71 67
46 68 67 67 70
67 63 50 69 68
72 75 70 70 66
68 62 70 76 72
70 27 26 68 23
72 72 67 69 75
27 66 48 69 70
50 68 76 72 70
23 24 67 23 67
45 63 25 75 71
70 70 68 70 71
23 70 59 25 71
70 63 75 67 70
63 71 72 28 68
60 66 71 67 71
67 27 69 69 69
61 28 66 60 70
66 76 24 67 71
69 63 68 69 68
69 75 67 68 70
72 26 74 69 67
69 68 75 67 70
75 68 68 71 66
66 67 71 70 66
70 71 61 71 69
71 69 71 72 67
75 66 66 70 69
69 71 71 67 69
62 70 69 68 67
68 71 70 66 71
70 71 71 67 70
70 70 60 70 70
73 73 73 69 72
71 67 67 70 71
65 71 71 61 75
73 71 68 71 70
66 72 59 66 74
67 66 72 67 67
67 67 67 74 67
67 61 66 71 66
70 70 72 73 68
69 68 70 70 66
74 66 26 71 69
76 71 71 71 70
71 71 70 71 67
74 75 77 76 69
76 71 74 74 71
72 74 69 75 65
68 71 71 75 25
69 75 70 70 71
26 75 71 67 67
25 74 71 68 71
73 76 70 76 69
67 69 75 71 66
70 75 67 68 25
67 76 76 69 77
70 76 76 70 66
76 75 76 75 76
70 77 74 73 69
76 76 71 72 71
76 67 69 75 71
75 70 70 71 75
75 65 25 27 75
76 28 75 25 75
69 72 32 25 70
65 76 76 76 70
72 26 69 75 72
70 70 26 70 70
75 75 72 33 76
72 66 25 76 76
75 74 36 74 71
76 69 78 26 75
76 73 26 68 71
71 75 74 72 74
29 67 71 69 25
50 50 71 73 74
72 73 72 73 72
73 28 25 72 25
72 73 74 75 72
71 71 71 67 74
33 73 31 32 29
33 33 85 66 33
36 36 75 34 86
84 83 78 69 79
75 79 34 67 32
61 82 78 67 77
78 60 70 36 70
78 66 67 73 83
75 35 35 67 34
35 84 70 38 64
69 79 68 74 79
78 37 78 84 82
80 89 68 78 85
78 73 45 84 86
87 79 68 72 68
33 72 79 85 34
71 78 70 67 80
65 68 87 70 68
80 86 82 79 84
79 67 65 68 67
78 84 68 70 70
79 69 85 85 68
67 66 68 85 66
80 66 45 67 86
66 73 78 67 80
78 90 90 82 80
68 65 85 65 65
91 65 72 73 67
68 80 87 66 68
66 69 86 64 67
64 78 72 67 67
69 66 65 66 84
67 67 67 79 66
70 65 67 85 67
66 68 80 65 77
67 68 67 46 68
80 85 67 67 67
78 67 64 69 67
66 63 67 79 60
66 67 69 90 90
72 68 86 68 71
65 66 70 67 67
69 85 85 68 69
67 64 66 67 69
79 85 69 68 69
64 66 91 66 84
68 67 80 72 67
72 67 80 65 68
67 67 86 68 68
67 86 67 67 68
67 68 86 67 69
68 80 67 67 79


Figure 3, Second Panel from top: number of components of principal components regression cross-validated local min1

h1 h2 h3 h4 h5
12 11 12 11 13
11 12 11 11 11
13 11 11 11 11
11 11 11 11 11
11 11 11 11 11
12 14 11 11 11
12 11 30 11 11
11 12 11 11 12
11 11 11 11 11
11 11 11 11 12
11 12 14 11 11
11 26 11 11 12
12 12 11 11 14
12 12 12 12 12
11 11 11 11 28
11 11 14 11 11
13 11 25 11 14
12 11 12 13 11
11 25 13 11 11
13 12 12 11 16
13 11 14 12 28
16 13 11 11 12
33 24 13 14 24
11 11 12 15 11
11 9 13 11 11
12 13 11 19 13
28 11 17 14 11
14 11 13 12 11
12 12 14 12 18
12 11 13 12 12
13 14 12 11 27
12 26 30 13 12
13 12 14 12 26
16 11 12 25 12
11 14 17 12 28
38 13 34 11 13
14 17 11 12 12
12 15 12 13 15
13 11 11 13 11
15 12 13 12 11
11 11 12 12 11
11 14 13 11 12
11 11 13 12 23
13 14 11 12 12
11 11 14 12 14
28 11 11 12 11
11 12 12 17 11
11 11 11 12 11
33 11 13 11 16
23 34 12 11 14
11 28 11 13 14
11 14 14 11 11
28 11 11 11 11
15 11 15 11 11
11 11 12 11 11
27 11 11 13 11
11 11 11 13 12
11 13 11 15 11
11 11 9 11 11
12 11 11 11 11
11 14 13 11 11
6 28 12 28 12
11 12 11 11 11
12 11 11 11 23
11 11 12 11 11
12 11 11 11 11
11 11 11 11 12
15 12 12 12 11
11 13 11 13 11
12 11 12 12 26
11 11 12 11 11
12 12 9 11 11
11 12 11 11 11
11 12 11 11 11
12 11 11 23 11
11 15 26 11 11
11 11 11 11 11
11 11 11 11 17
12 11 11 28 12
12 11 11 11 11
11 6 11 16 11
11 11 11 11 11
11 11 12 11 12
12 11 16 11 12
11 12 16 12 12
11 11 11 12 11
11 12 12 12 11
11 11 12 12 11
11 12 15 12 11
12 11 12 15 11
12 12 14 12 11
14 16 11 11 11
12 14 17 11 12
12 12 11 12 12
18 11 15 16 11
12 11 11 15 12
11 12 16 12 12
12 15 23 12 11
11 11 11 12 11
12 12 11 11 11
15 11 11 11 12
12 16 11 11 17
11 12 12 26 12
16 11 12 16 23
6 11 17 12 11
28 18 15 6 11
16 18 11 28 27
11 6 27 16 12
6 6 6 18 6
18 17 18 27 16
28 23 6 7 28
6 12 6 7 17
18 12 6 28 27
7 6 17 12 12
6 30 12 6 6
6 6 28 14 12
27 28 6 6 28
24 12 6 23 12
6 8 6 12 27
6 16 7 6 6
12 7 6 20 6
16 6 6 6 26
20 22 6 13 28
26 25 27 6 25
23 6 17 18 26
22 28 6 8 21
6 6 28 6 18
12 6 6 6 13
6 17 29 26 12
29 12 24 13 27
6 23 6 24 6
8 6 6 8 6
12 23 6 30 24
12 16 23 24 6
26 6 29 6 29
8 26 12 22 26
6 6 6 27 27
6 23 8 6 6
17 6 6 13 6
17 25 24 8 6
6 18 28 6 25
17 6 25 26 6
26 14 16 8 27
7 6 8 26 13
13 26 27 27 6
6 6 24 6 22
6 8 27 6 6
8 8 13 23 6
6 24 29 6 6
8 6 24 8 23
22 8 8 8 6
23 13 8 6 27
8 23 13 6 8
23 7 29 8 23
6 8 6 23 23
24 30 13 9 26
6 8 23 28 9
8 23 8 6 23
6 6 13 8 6
28 14 6 8 13
23 18 23 6 8
13 23 6 8 6
9 8 6 23 6
8 24 6 23 8
6 8 16 13 17
13 13 8 8 8
6 8 8 6 6
6 8 8 13 23
22 6 14 9 6
8 13 6 14 13
24 8 24 22 6
9 6 6 24 13
6 23 6 14 27
25 23 14 6 6
22 6 6 23 8
14 13 23 23 23
8 8 25 36 9
23 23 8 6 23
6 24 9 13 8
13 13 8 6 6
24 8 13 15 6
24 8 26 22 23
14 16 6 6 23
8 8 22 8 8
14 26 9 6 8
6 8 13 6 6
9 6 9 6 8
8 8 6 8 13
14 6 6 23 6
23 8 8 22 13
14 8 6 14 13
8 14 28 6 15
14 6 14 9 14
6 26 8 6 8
6 6 14 6 6
8 8 6 6 8
9 6 26 25 6
6 26 8 8 6
6 13 25 14 8
6 14 14 8 6
9 24 27 14 27
6 8 8 6 13
6 32 14 14 24
7 6 8 6 6
24 6 6 6 8
9 8 6 6 9
6 6 6 6 6
6 6 18 14 6
6 7 8 6 8
6 6 6 6 6
27 6 6 6 6
7 8 6 6 6
6 6 8 6 6
6 6 8 6 6
8 6 6 6 13
9 6 8 6 8
6 9 6 6 6
6 6 13 6 6
6 6 6 16 22
6 9 14 14 6
6 27 6 6 6
9 6 14 6 24
6 8 6 14 9
8 8 8 6 6
6 6 6 6 8
9 6 9 6 9
6 8 9 8 8
15 6 14 6 9
6 9 6 9 6
6 9 9 6 6
6 9 6 6 6
7 9 6 8 6
7 6 9 6 6
6 6 9 9 9
6 9 6 7 7
9 6 6 6 8
10 27 28 20 10
24 10 10 16 30
6 10 7 10 25
10 27 25 25 10
19 6 29 10 16
26 8 26 10 8
6 19 28 6 15
8 27 20 27 26
28 10 19 25 26
8 28 10 10 24
24 6 26 9 26
8 18 8 6 6
26 9 8 10 6
19 6 28 24 15
14 24 26 8 23
10 10 8 27 8
24 8 10 19 10
8 26 26 8 8
6 8 8 8 8
8 6 15 8 8
6 8 6 6 6
7 8 6 7 6
8 8 8 8 8
8 8 8 15 6
15 8 8 8 8
6 6 8 9 8
8 26 24 8 14
7 26 6 17 8
14 7 6 26 8
6 9 8 6 29
8 8 7 6 8
7 7 18 22 26
8 8 8 8 16
16 10 15 16 6
6 26 8 8 6
16 17 6 6 15
8 6 6 7 8
6 8 8 16 8
8 9 7 15 9
7 7 8 7 17
8 8 8 29 9
16 6 7 16 8
17 26 15 29 8
6 7 8 7 8
8 17 8 8 6
7 6 28 6 6
6 6 8 6 6
6 17 27 6 6
7 26 6 6 7
7 7 7 6 7
6 7 7 6 6
6 6 6 8 6
8 6 8 6 6
6 7 7 8 8
6 8 7 8 6
27 7 7 8 6
7 8 8 16 28
8 6 16 7 8
7 7 17 8 6
7 7 26 7 7
6 7 6 6 7
6 6 6 6 8
8 7 6 7 7
7 8 6 8 8
6 6 6 7 7
6 17 6 8 6
6 7 6 6 27
6 28 6 6 7
6 6 6 7 6
7 6 6 6 6
6 6 7 7 8
6 6 7 6 6
17 6 27 7 6
6 7 6 8 7
6 6 6 6 7
13 12 4 12 12
15 12 12 15 12
4 6 16 6 14
26 28 25 5 16
16 7 17 14 9
16 8 18 9 13
14 13 9 13 17
5 13 14 8 13
13 17 13 5 26
6 5 7 6 6
7 17 7 5 5
6 5 6 6 6
6 6 6 6 6
6 6 6 5 5
6 6 10 6 9
6 6 6 6 6
9 9 5 8 6
6 8 5 6 6
6 6 9 8 8
9 8 5 9 5
6 6 9 8 8
8 15 5 9 8
8 8 8 9 9
8 8 8 8 9
9 5 9 8 8
5 5 8 8 5
9 9 5 5 8
8 6 5 5 5
8 8 5 6 5
6 9 8 6 6
6 9 6 8 5
8 5 8 5 8
6 8 5 5 5
9 6 8 5 5
9 6 5 5 5
5 8 5 8 6
5 5 5 6 8
8 8 5 8 5
5 8 9 8 8
5 8 8 8 6
5 8 5 8 30
8 6 8 8 8
5 5 8 13 8
8 8 8 8 8
8 8 9 5 8
5 5 5 5 5
8 8 8 8 8
5 5 8 8 6
8 8 8 8 8
5 8 5 8 8
8 5 9 6 9
8 8 8 5 8
8 5 5 8 8
8 8 8 8 5
9 5 5 8 8
8 8 8 8 5
5 5 5 5 5
8 5 5 9 8
5 8 8 8 8
6 8 8 5 8
8 5 8 8 8
8 5 9 8 8


Figure 3, Third Panel from above: number of components of principal components regression best subset selection

h1 h2 h3 h4 h5
10 9 14 14 25
9 10 14 20 24
8 8 13 22 23
11 6 9 17 23
12 6 11 23 23
12 5 16 23 20
12 5 10 20 25
7 9 10 15 25
6 7 14 18 25
9 4 12 19 25
13 7 9 16 25
11 6 16 17 22
10 9 17 18 20
12 7 15 18 18
13 8 15 22 19
11 7 15 19 19
8 5 15 14 21
6 11 15 14 21
9 8 15 16 18
6 8 13 19 22
6 9 15 21 23
5 9 12 15 25
4 9 10 17 23
5 8 9 17 25
5 8 9 18 23
5 8 14 24 25
6 9 17 21 25
6 8 17 25 25
6 8 15 23 25
6 11 12 22 25
7 8 12 22 25
6 8 19 22 25
6 8 18 21 25
6 8 18 22 25
9 7 19 25 25
9 9 19 24 25
7 9 15 25 25
8 8 17 25 25
8 9 19 24 25
8 8 20 25 25
8 10 16 23 25
8 10 14 25 25
8 6 14 20 25
10 7 11 22 25
9 4 8 24 25
10 5 8 25 25
10 5 12 25 25
9 4 15 25 25
7 8 14 24 25
10 9 13 25 25
12 7 16 24 25
12 7 12 25 25
9 7 12 25 25
7 5 17 25 25
9 5 15 25 25
8 6 15 25 25
9 6 13 23 25
10 5 11 23 25
8 6 10 23 25
10 8 10 25 25
9 9 12 19 25
10 9 13 25 25
8 6 12 21 25
8 6 11 25 25
10 7 11 25 25
13 4 11 25 25
12 6 9 25 25
12 6 10 25 25
12 6 11 25 25
10 5 12 23 25
10 5 6 22 25
10 5 11 22 25
5 4 10 22 25
6 4 8 25 25
5 6 7 21 25
7 7 6 22 25
8 7 10 21 25
8 7 10 23 25
8 6 6 23 25
7 5 6 25 25
6 6 10 25 25
5 6 11 25 25
6 5 13 25 25
6 3 11 25 25
9 7 8 25 25
9 8 7 25 25
6 5 7 25 25
8 5 11 25 25
6 8 11 25 25
6 7 12 25 25
8 9 11 25 25
8 7 11 25 25
7 10 12 25 25
7 10 11 25 25
8 11 6 25 25
7 6 7 25 25
7 6 17 25 25
9 13 18 25 25
9 15 17 25 25
9 13 7 25 25
8 6 6 25 25
7 6 6 23 25
8 5 11 24 25
7 5 11 22 25
9 8 11 25 25
10 7 9 25 25
7 6 10 25 25
6 6 10 25 25
7 8 11 25 25
8 7 10 24 25
9 7 10 24 25
10 6 11 23 25
11 7 10 25 25
11 7 10 25 25
11 6 9 25 25
9 8 10 25 25
10 5 9 25 25
9 6 10 25 25
8 7 10 25 25
9 8 10 25 25
9 8 11 25 25
10 10 11 25 25
11 10 13 25 25
9 11 11 25 25
8 10 12 25 25
7 9 10 24 25
7 10 15 25 25
6 9 16 24 25
6 8 16 25 25
6 7 14 25 25
6 6 15 22 25
6 6 15 21 25
6 5 15 21 25
8 5 14 21 24
7 4 15 20 24
7 4 14 23 24
7 4 14 23 25
7 5 13 25 25
7 5 15 23 24
7 5 16 22 24
7 4 13 21 25
7 5 13 20 24
7 4 12 19 25
9 4 11 22 25
7 5 9 21 25
7 5 10 22 25
7 5 9 23 25
9 5 9 23 25
9 5 8 22 25
9 5 7 21 25
9 5 7 18 25
9 6 7 21 25
9 6 7 21 25
8 6 7 21 25
8 6 8 19 25
8 6 9 19 25
8 6 9 20 25
7 6 9 19 25
9 4 9 19 25
9 4 11 21 25
7 4 9 22 25
9 4 7 22 25
9 4 9 22 25
9 4 10 21 25
9 4 10 22 25
6 4 8 20 24
8 5 11 21 21
9 7 10 21 22
8 5 12 19 19
9 5 15 20 21
7 5 10 19 18
9 5 12 20 20
9 5 12 18 19
10 2 13 19 24
7 4 12 23 25
7 4 12 21 23
7 4 13 21 25
7 4 16 22 25
7 5 11 21 25
10 3 11 22 25
6 5 12 23 25
7 3 13 21 25
7 4 12 19 25
8 6 12 19 25
4 5 12 18 25
4 5 12 18 25
10 6 12 19 25
10 7 12 20 23
10 8 12 20 24
10 9 18 21 23
10 7 17 23 25
10 7 16 22 23
9 7 16 21 25
5 8 16 22 25
8 8 17 22 23
9 9 18 23 25
8 8 18 23 25
8 10 21 21 25
8 9 17 23 21
8 8 16 23 25
9 8 15 24 25
8 7 15 22 24
8 8 13 23 25
9 5 16 25 25
9 7 15 25 25
9 6 15 24 25
7 5 14 25 25
8 5 15 25 25
8 6 15 25 25
9 6 15 25 25
9 6 18 25 25
8 5 18 23 25
7 5 18 20 25
7 6 16 21 25
8 6 12 21 25
9 8 12 21 23
10 9 13 21 25
13 8 10 23 25
8 7 8 21 24
13 6 8 21 21
10 6 9 20 25
10 6 13 21 25
10 6 12 20 25
8 6 10 22 25
9 5 10 22 23
10 5 9 24 25
10 5 10 25 25
9 5 10 21 25
10 5 9 22 25
8 6 10 23 25
7 5 10 19 25
8 5 10 16 25
8 5 8 20 25
7 5 8 17 25
7 5 9 19 25
10 6 9 21 25
8 5 12 15 25
8 6 7 16 25
8 5 8 18 25
8 5 8 18 25
8 5 8 16 25
9 5 8 16 25
9 5 8 16 24
9 5 8 18 24
10 5 9 17 24
9 5 8 16 25
7 5 8 20 25
8 5 8 17 25
9 5 7 17 25
10 5 7 16 25
11 5 7 17 25
10 6 7 17 25
10 5 8 21 25
9 5 10 20 25
8 6 7 17 25
8 6 7 17 25
10 5 6 18 25
9 5 10 18 25
9 5 10 21 25
10 5 10 24 24
10 6 6 18 25
11 4 6 19 25
10 5 10 21 25
10 5 7 15 23
11 6 7 25 23
11 5 8 22 24
10 5 12 20 25
9 5 10 18 24
10 7 11 18 24
10 7 11 16 25
10 7 12 15 25
10 4 11 15 25
10 4 11 15 25
10 3 11 20 25
10 4 11 19 25
10 4 10 22 25
10 7 11 20 25
10 8 10 19 24
10 5 10 18 25
10 8 10 17 25
8 6 10 19 25
9 7 10 16 25
9 6 10 17 25
10 6 10 19 25
12 5 11 23 22
10 5 10 24 25
11 6 11 25 25
12 7 11 24 25
11 7 12 25 25
12 7 12 25 25
12 9 12 24 25
11 9 12 25 25
11 6 11 25 25
11 6 12 25 25
11 5 13 24 25
10 4 14 25 25
11 6 14 25 25
10 7 17 25 25
11 6 14 25 25
11 7 12 25 25
11 5 11 23 25
12 4 14 22 25
12 5 14 23 25
11 4 14 23 25
12 5 14 23 25
12 5 14 21 25
13 6 14 24 25
13 5 12 24 24
10 6 12 25 25
11 6 12 25 25
11 7 12 25 25
11 5 9 13 25
11 5 9 23 25
11 5 9 25 25
11 5 8 25 25
11 4 9 25 25
9 6 10 25 25
10 4 11 25 25
9 7 7 25 25
9 7 11 25 25
16 8 14 20 25
12 11 15 22 25
14 7 17 25 25
16 8 19 23 25
15 13 19 25 25
16 13 19 25 25
16 13 16 24 25
17 14 19 25 25
17 15 15 25 25
14 14 17 25 25
13 13 17 25 25
12 14 16 25 25
14 16 17 25 25
14 13 16 25 25
12 15 13 25 25
12 15 15 25 25
12 14 15 25 25
13 16 16 25 25
14 15 14 25 25
13 16 14 25 25
16 15 14 25 25
15 15 13 25 25
15 16 13 25 25
13 12 13 25 25
10 11 13 25 25
10 12 14 25 25
10 8 14 25 25
11 9 13 25 25
10 10 15 25 25
11 9 18 25 25
12 10 18 25 25
12 10 18 25 25
11 10 16 25 25
11 9 15 25 25
13 10 15 25 25
14 10 11 25 25
14 10 11 25 25
14 11 13 25 25
14 11 13 25 25
14 11 13 25 25
12 11 14 25 25
12 11 15 25 25
11 11 15 25 25
10 11 15 25 25
9 12 16 25 25
10 12 15 25 25
9 12 15 25 25
10 12 15 25 25
11 11 17 25 25
11 11 17 25 25
11 11 17 25 25
9 10 14 25 25
12 11 15 25 25


Figure 3, bottom Panel from top: number of components of principal components regression best subset selection limited to 30 components

h1 h2 h3 h4 h5
3 3 4 5 8
4 4 3 5 7
4 4 4 5 8
4 3 4 5 8
4 3 3 4 6
4 3 3 4 5
4 3 5 4 5
3 3 4 5 6
3 3 5 5 7
4 2 4 5 7
4 2 5 5 5
4 2 3 4 5
4 2 4 4 5
4 2 5 4 6
2 2 4 4 6
2 2 4 4 6
2 2 4 4 6
2 2 4 4 6
2 3 4 4 6
2 3 4 4 6
2 3 4 4 6
2 3 4 5 6
2 3 4 5 7
2 3 4 5 7
2 3 5 5 6
2 3 5 5 7
2 3 5 5 7
3 3 5 4 7
3 3 5 4 7
3 3 5 4 7
3 3 4 4 7
3 3 4 4 7
3 3 4 4 7
3 3 4 4 7
3 3 4 4 7
4 3 5 4 7
4 4 5 5 7
3 4 5 5 7
3 3 5 5 7
4 3 6 5 7
3 3 6 4 8
4 3 6 4 7
4 2 5 4 8
4 2 5 4 8
3 2 4 4 7
3 2 3 4 7
3 2 3 4 7
3 2 3 4 7
3 2 4 4 6
3 2 4 4 6
3 2 4 4 7
3 2 4 4 7
3 2 4 4 6
3 2 5 4 7
3 2 3 5 7
2 2 3 4 7
2 2 2 4 7
2 2 2 4 7
2 2 2 4 7
2 2 2 4 7
2 2 2 5 7
2 2 2 5 7
2 2 2 4 7
2 2 2 5 6
2 2 2 5 6
2 2 2 5 6
2 2 2 5 7
2 2 2 4 7
2 2 2 4 7
2 2 2 4 7
2 2 2 4 7
2 2 2 5 8
2 2 3 4 7
2 2 2 4 8
2 2 2 4 8
2 2 3 6 8
2 2 2 5 8
2 2 3 5 8
2 2 2 6 8
2 2 3 5 9
2 2 2 5 9
2 2 3 7 8
2 2 3 7 8
2 2 3 7 8
2 2 3 7 7
2 2 3 7 7
2 2 3 7 7
2 2 3 7 7
2 3 3 7 7
2 3 3 7 7
2 2 3 7 7
2 2 3 7 7
2 3 3 7 7
2 3 3 7 7
2 2 3 7 7
2 2 3 7 7
2 2 3 7 7
2 2 3 7 7
2 2 1 7 7
2 2 1 7 7
2 2 1 6 7
2 2 1 6 7
2 2 2 7 7
2 2 2 7 7
2 2 2 6 8
2 2 3 6 7
3 2 3 7 7
3 2 2 7 7
4 2 3 7 7
3 2 2 7 7
3 2 2 7 7
4 2 2 7 7
4 2 3 7 7
3 2 2 6 7
3 2 2 6 7
3 2 2 6 7
3 2 2 6 7
3 2 1 6 7
3 2 1 6 7
4 2 1 6 7
4 2 1 6 7
3 2 1 6 7
3 2 1 6 7
3 2 1 6 7
3 2 1 6 7
3 2 1 6 7
2 2 1 6 7
2 2 1 6 7
2 2 1 6 7
2 2 1 6 7
2 2 1 5 6
2 2 3 6 6
2 2 3 6 6
2 2 2 6 6
2 2 3 6 6
2 2 2 5 6
2 2 2 5 6
2 2 2 5 6
2 2 2 5 6
2 2 2 5 6
2 2 2 5 5
2 2 2 5 5
2 2 2 5 5
2 2 2 5 5
2 2 2 5 5
2 2 2 5 5
2 2 2 5 5
2 2 2 6 5
2 2 3 6 6
2 2 3 6 5
2 2 3 6 6
2 3 3 6 6
3 2 2 6 6
3 3 2 6 6
3 3 2 6 6
3 3 2 6 5
3 2 2 6 5
2 2 2 6 5
2 2 2 5 5
2 2 2 6 6
2 2 2 6 6
2 2 2 6 6
2 2 2 5 6
2 2 2 6 6
2 2 2 6 6
2 2 2 6 5
2 2 2 6 5
2 2 2 6 6
2 2 2 6 5
2 2 2 6 5
2 2 2 6 7
2 2 2 6 7
2 2 2 6 7
2 2 3 6 8
2 2 3 6 8
2 2 3 6 8
2 2 3 6 8
2 2 2 6 8
2 2 3 6 8
2 2 3 6 8
2 2 3 6 8
2 2 3 6 8
2 2 3 6 8
2 2 3 6 8
2 2 2 6 8
2 2 3 6 8
2 2 3 6 8
2 3 3 6 8
2 3 2 6 8
2 3 3 6 8
2 3 2 7 8
2 3 3 7 8
2 3 3 7 8
2 3 2 7 8
2 3 2 7 8
2 3 3 7 8
2 3 3 7 8
2 2 3 7 8
2 2 3 7 8
2 2 3 7 8
2 2 3 6 7
2 2 2 6 6
2 2 3 6 6
2 2 3 6 6
2 2 3 6 6
2 2 2 6 6
4 2 3 6 6
4 2 4 6 6
4 2 4 6 6
4 2 4 6 6
4 2 4 6 6
4 2 4 6 6
4 2 4 6 6
4 2 4 6 6
4 2 4 6 6
4 2 2 6 6
4 2 2 6 9
4 2 2 5 9
4 2 3 6 6
4 2 3 5 8
4 2 3 5 6
4 2 4 5 6
4 2 4 5 6
3 2 3 5 8
3 2 3 5 8
3 2 4 5 8
4 2 4 5 8
3 2 4 6 7
3 2 3 6 8
3 2 4 6 8
3 2 4 6 7
3 2 4 6 7
3 2 3 6 7
3 2 3 6 7
3 2 3 6 7
3 2 3 5 7
3 2 2 6 7
3 2 2 6 8
3 2 2 5 8
3 2 2 5 8
3 2 2 4 8
3 2 2 5 8
3 2 3 5 8
3 2 3 5 8
3 2 3 5 7
3 2 3 6 7
3 2 3 6 7
3 2 3 6 7
3 2 3 6 7
3 2 3 6 8
3 2 2 6 8
3 3 2 6 8
3 2 2 6 8
3 2 2 6 8
3 2 2 6 8
3 2 2 6 8
3 2 2 6 8
3 2 3 6 8
3 2 3 6 8
3 2 2 6 8
3 3 2 6 8
3 2 2 6 8
3 3 2 5 7
3 3 2 5 8
3 2 2 6 8
3 2 2 6 8
3 3 2 7 8
3 3 3 5 8
3 4 5 6 8
3 3 5 6 8
3 3 5 6 7
3 2 5 6 7
3 3 5 6 7
3 2 5 6 7
3 3 5 7 8
3 3 5 6 8
3 3 4 6 7
3 4 4 6 7
3 4 4 6 7
3 5 4 6 7
3 5 5 6 7
3 4 5 7 7
3 5 5 7 7
3 5 5 6 7
3 4 4 6 7
4 4 4 6 7
4 4 4 7 8
4 3 4 7 7
4 3 3 7 8
4 3 3 7 8
4 3 3 7 8
4 2 3 7 8
4 3 3 7 9
4 3 4 7 10
4 3 4 7 10
4 2 4 6 9
4 2 4 7 10
4 3 4 6 9
4 3 4 6 8
4 3 4 6 8
4 2 4 7 9
4 2 4 6 7
4 3 4 6 8
4 3 4 6 8
4 3 4 6 8
4 3 4 6 8
4 3 4 6 9
4 3 4 7 7
4 3 4 7 7
4 3 4 7 7
4 2 2 7 9
4 3 2 6 10
4 3 2 6 10
4 3 2 6 10
4 2 2 6 10
4 2 2 6 10
3 2 2 6 10
4 2 1 6 10
4 3 2 6 10
4 2 4 7 8
5 4 4 6 8
6 3 4 7 9
7 4 6 8 9
7 4 6 7 10
8 7 9 8 15
8 9 8 7 16
7 7 7 9 10
7 8 7 10 12
7 8 7 10 12
5 8 8 10 12
5 8 8 10 12
5 8 8 9 12
5 8 7 9 11
5 8 8 9 9
5 7 8 10 9
5 8 8 9 9
5 8 8 9 9
5 8 8 9 9
6 7 9 10 10
5 9 9 10 10
5 9 8 10 10
5 8 7 10 10
4 8 7 9 10
4 7 7 9 10
5 7 7 9 10
4 7 7 9 11
4 5 5 7 9
5 6 5 7 9
5 6 5 7 9
5 6 5 7 11
5 6 6 7 10
5 6 6 7 11
5 6 5 7 11
5 6 5 7 11
5 6 6 7 11
5 6 6 7 11
5 6 6 7 12
6 6 6 7 12
6 6 6 7 12
5 6 6 7 11
5 7 6 7 12
5 7 7 7 11
5 7 8 6 12
5 7 8 6 12
5 7 8 6 12
5 7 8 6 12
5 7 8 7 11
5 7 8 7 12
4 6 8 6 12
5 7 8 6 12
4 6 8 6 12
5 7 7 7 13
5 6 7 6 13

Return to text


Figure 4: number of components selected by PCp2 and ICP2

PCRpcp2 PCRicp2 PCRpcp2b PCRicp2b
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
23 6 10 6
22 6 10 6
22 6 10 6
23 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
22 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
23 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 11 6
24 6 11 6
24 6 11 6
24 6 11 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
24 6 10 6
25 8 10 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 10 8
24 8 11 8
24 8 10 8
25 8 10 8
25 8 10 8
25 8 11 8
25 8 11 8
24 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 12 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
24 8 11 8
23 8 11 8
23 8 11 8
23 8 11 8
23 8 11 8
23 8 11 8
23 8 11 8
23 8 11 8
23 8 11 8
23 8 11 8
24 8 11 8
24 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
24 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
25 8 11 8
26 8 11 8
26 8 11 8

Return to text


Figure5: Top Panel num. comp. for PLS

ncomp.PLSRcv.h1 ncomp.PLSRcv.h3 ncomp.PLSRcv.h6 ncomp.PLSRcv.h12 ncomp.PLSRcv.h24
8 12 15 17 38
10 11 17 17 38
13 12 21 74 31
14 4 17 44 38
2 5 18 17 34
2 12 16 17 36
10 11 18 17 41
7 13 17 18 38
7 11 16 18 39
11 8 14 18 15
14 9 16 18 37
10 12 15 23 38
11 8 17 17 82
8 10 17 14 37
10 13 17 19 81
9 9 16 14 12
9 11 15 14 37
6 9 17 76 39
2 9 14 16 16
8 11 15 72 16
10 8 15 16 39
10 8 16 16 14
2 9 15 14 35
2 9 17 18 15
8 9 15 16 37
3 11 15 58 16
2 9 12 72 38
11 7 16 73 37
2 8 18 16 18
10 10 15 60 65
10 14 16 73 65
2 11 16 15 73
10 12 14 79 19
7 8 14 53 64
10 11 14 15 72
10 8 16 15 74
7 10 16 52 70
2 9 16 51 75
2 11 15 61 74
10 8 16 71 82
7 9 17 15 77
7 8 13 55 49
7 9 13 17 49
10 8 16 16 74
2 10 19 63 69
2 11 14 16 15
2 11 15 52 50
8 7 14 12 52
2 10 15 43 59
9 9 14 58 50
6 8 17 42 67
9 10 14 46 76
7 13 14 14 71
7 9 16 58 75
9 10 15 44 76
11 11 15 40 67
10 9 12 38 61
10 7 13 41 65
9 10 12 39 40
7 11 11 45 60
10 9 12 38 72
8 9 9 38 74
8 10 12 134 54
3 9 18 60 83
9 8 12 57 37
3 11 13 43 38
6 9 12 38 40
8 9 9 133 67
2 11 13 57 65
11 9 12 134 63
7 9 16 75 63
8 11 13 66 65
11 13 57 55 62
7 9 71 58 86
7 13 16 73 73
10 12 15 60 61
2 11 13 59 80
7 11 13 132 79
10 10 33 57 75
2 13 34 58 81
10 9 83 133 86
10 11 35 133 73
8 12 11 76 83
7 13 15 87 67
10 11 20 74 79
6 12 66 75 78
10 13 33 81 79
11 12 77 134 78
2 12 75 80 79
6 10 57 90 78
10 9 15 85 90
7 12 13 61 82
11 12 73 81 76
7 12 79 79 77
7 11 12 72 84
10 13 54 72 82
9 14 33 134 78
9 9 32 80 72
7 11 57 55 65
7 8 15 55 57
9 11 17 77 63
9 11 73 134 79
7 9 75 80 87
12 12 19 45 73
13 11 13 132 71
2 10 70 132 86
7 12 31 54 73
2 13 56 134 89
6 13 29 133 71
6 11 72 76 131
8 12 12 134 78
2 12 18 134 64
8 9 52 116 82
5 12 59 58 81
5 9 55 78 76
8 12 34 89 78
10 12 18 132 77
10 13 68 133 75
7 11 58 71 80
9 12 13 67 65
9 12 22 55 77
11 9 77 79 73
5 12 35 133 62
10 10 18 87 67
10 12 19 77 76
10 13 18 69 65
5 11 61 134 62
10 10 13 134 80
10 18 68 134 65
10 9 13 57 61
10 10 68 82 64
2 12 71 78 74
11 12 71 72 80
3 10 17 87 62
11 11 28 77 60
3 11 17 85 63
10 13 54 88 63
10 15 74 75 73
10 12 69 77 72
3 13 69 132 80
10 11 72 56 63
10 12 68 69 33
2 12 74 81 76
3 16 72 68 73
10 12 68 78 63
2 12 68 76 65
10 17 18 69 80
7 11 73 80 70
10 11 18 70 31
5 12 19 77 68
11 12 72 70 74
10 10 19 74 62
10 11 72 74 84
10 10 20 72 65
10 12 30 70 63
11 12 72 72 81
11 14 70 128 78
10 12 73 134 77
10 11 68 71 82
11 13 72 79 79
10 10 57 78 61
11 13 75 71 83
2 13 17 80 79
11 12 18 74 84
10 10 18 79 78
2 13 70 98 35
11 13 70 133 80
12 10 17 118 62
2 12 18 78 38
10 11 17 118 82
10 12 20 134 80
9 12 18 88 85
10 12 72 133 121
13 13 75 132 71
7 13 16 78 79
10 12 18 41 75
10 10 16 77 74
9 12 71 91 124
10 12 16 77 80
11 11 71 132 78
10 13 18 132 38
10 16 16 134 78
10 12 16 134 120
10 10 16 80 83
11 10 18 74 81
14 16 75 132 80
12 12 18 81 39
10 12 17 74 81
10 13 76 133 75
11 13 17 134 63
10 12 57 72 62
10 12 16 75 71
10 11 16 78 122
5 12 15 131 78
11 12 66 73 120
13 11 77 75 35
10 12 77 67 123
12 9 68 132 64
10 13 17 73 81
9 13 63 124 63
10 11 16 108 63
10 12 17 133 63
10 12 13 123 78
11 12 18 63 63
10 12 16 75 79
11 10 16 76 64
11 11 16 134 62
11 12 18 133 75
10 16 67 132 65
11 12 63 67 62
11 15 73 124 64
10 12 64 124 76
11 12 16 133 75
9 11 13 133 77
12 12 67 133 78
11 11 69 134 76
11 12 17 134 57
12 16 16 91 76
10 12 63 74 66
10 16 62 76 77
11 10 16 76 61
6 13 18 133 76
12 12 56 64 74
10 12 66 72 76
13 12 66 101 70
9 12 12 122 75
14 13 67 77 75
8 12 15 66 72
10 10 61 72 76
9 12 64 92 76
10 11 57 72 87
11 12 16 76 77
7 11 15 79 64
10 10 17 75 74
8 12 15 61 77
13 11 19 79 73
13 13 16 65 74
11 12 17 104 76
5 13 16 73 79
12 12 18 72 78
14 13 17 88 73
12 10 16 107 62
12 12 16 74 77
8 13 17 120 76
12 12 17 124 73
9 12 16 75 77
9 13 14 75 76
12 12 16 92 106
12 13 17 89 73
12 13 17 92 72
12 13 20 74 73
14 12 18 91 75
8 13 14 88 76
13 14 17 76 73
13 12 18 91 76
12 11 17 71 71
12 8 18 65 77
12 12 16 90 73
13 12 15 76 74
10 13 20 107 73
4 12 16 90 36
12 16 16 92 70
12 9 19 67 71
12 12 17 76 61
12 12 16 76 60
12 13 19 120 99
10 13 18 72 68
12 13 20 70 38
5 11 16 108 67
13 11 19 73 73
13 9 91 108 105
8 16 17 89 104
9 12 17 85 79
5 13 20 123 77
13 15 20 86 73
13 14 17 75 78
12 11 17 58 72
11 13 17 62 75
12 13 19 65 75
13 12 14 67 104
14 12 17 100 107
12 13 19 71 67
14 16 17 105 75
12 12 18 101 71
13 13 17 75 73
14 16 18 72 122
14 12 14 90 78
14 14 18 69 73
11 13 16 58 106
13 14 16 58 86
14 14 16 123 71
13 13 17 91 70
14 14 16 86 71
13 13 18 67 72
12 12 19 70 76
14 14 19 71 73
14 14 19 59 73
13 15 16 72 75
13 12 18 74 72
13 15 16 85 72
13 13 16 68 102
13 13 16 65 61
9 13 90 106 64
14 13 15 90 98
13 13 19 99 71
11 14 13 101 72
13 13 20 119 97
13 12 16 72 90
13 14 16 73 73
14 12 14 107 72
13 11 60 118 90
12 12 18 54 98
17 15 3 29 61
5 33 75 2 15
15 2 76 2 20
8 1 32 2 22
33 1 77 14 17
9 1 1 20 20
1 1 66 1 18
41 2 10 19 21
10 2 16 13 27
3 2 7 20 31
10 8 16 1 14
10 18 19 22 20
33 17 17 32 21
40 12 12 11 21
37 5 13 45 57
28 4 11 38 21
33 33 12 21 23
9 4 19 37 21
29 5 15 32 22
2 4 11 1 45
6 5 15 13 36
2 4 6 64 19
3 1 5 35 39
3 4 10 41 35
3 5 11 21 21
3 4 23 1 62
2 4 12 13 35
2 8 7 13 23
38 1 12 13 23
2 5 67 18 35
7 4 13 100 21
3 5 18 7 13
3 32 18 13 20
33 5 11 13 22
2 81 12 3 21
3 1 11 13 38
3 4 6 13 44
2 5 13 36 24
2 5 18 120 20
5 4 9 38 61
2 5 4 21 21
2 5 13 13 22
2 32 6 13 13
8 5 9 13 25
3 9 22 1 24
6 5 6 110 24
3 11 17 1 24
3 4 8 13 20
2 4 11 13 41
2 12 12 13 24
3 4 18 1 21
7 10 18 3 21
2 4 57 13 104
3 5 10 24 24
2 6 18 21 24
7 5 8 13 24
3 5 11 1 95
2 38 53 1 30
3 5 13 23 15
3 4 13 14 24
2 4 18 13 24


Figure5: Bottom Panel num. comp. for PLS with full dynamics

ncomp.PLSRcvd.h1 ncomp.PLSRcvd.h3 ncomp.PLSRcvd.h6 ncomp.PLSRcvd.h12 ncomp.PLSRcvd.h24
3 3 6 6 5
2 4 6 4 7
2 2 4 4 6
3 2 6 6 6
2 4 6 5 7
2 3 6 6 7
2 2 14 51 7
2 6 11 16 6
2 10 13 7 6
3 2 10 19 7
3 2 9 6 7
2 2 14 7 7
2 3 14 14 6
2 6 7 16 6
2 11 12 14 6
2 8 13 7 7
2 2 16 19 6
3 11 8 6 13
2 11 10 17 6
2 7 7 8 6
2 6 9 7 7
3 2 9 12 7
2 9 10 11 6
2 9 9 8 13
2 10 9 14 6
2 3 7 12 7
2 7 7 9 11
3 2 11 9 18
2 5 7 10 14
2 6 8 11 7
2 6 9 12 8
3 2 9 12 7
2 6 8 13 9
2 7 10 9 7
2 8 7 12 11
3 4 9 9 9
2 4 7 9 13
3 6 7 7 10
2 7 7 10 12
2 6 7 8 7
3 7 8 7 11
2 6 7 12 8
2 7 8 7 11
2 6 6 11 11
2 7 6 11 11
2 2 7 9 7
2 7 10 14 9
2 11 8 9 7
2 9 9 9 7
3 9 9 10 7
2 8 8 10 12
2 8 9 11 7
2 8 10 11 12
2 9 11 9 12
2 9 9 11 9
2 9 9 9 8
2 8 6 12 11
1 7 11 10 9
2 9 8 10 9
9 6 9 10 11
2 8 8 9 43
2 9 7 9 40
8 9 9 9 7
2 8 8 9 40
2 8 9 9 38
3 8 10 8 7
2 8 7 8 7
2 10 9 7 7
2 8 7 7 7
1 7 7 7 7
2 8 8 7 7
3 9 7 7 7
2 9 7 8 7
2 9 8 9 6
8 8 7 7 7
2 11 6 37 7
2 7 6 8 7
2 8 7 7 40
2 9 7 7 37
2 8 6 8 7
2 8 8 7 6
3 8 8 7 6
2 8 7 33 6
3 8 8 7 37
2 7 7 7 34
2 8 10 17 35
2 9 6 36 37
6 6 7 17 28
3 2 8 7 37
2 6 7 36 37
2 12 7 6 39
3 2 7 36 36
2 6 8 85 31
3 7 8 38 35
2 8 9 7 34
2 7 6 25 38
2 3 8 18 35
2 11 7 104 36
3 8 7 7 39
3 7 7 55 35
2 8 8 7 36
2 8 6 35 33
2 6 8 7 36
2 8 6 36 37
2 6 8 36 36
3 6 9 74 36
2 8 7 59 29
2 4 7 56 37
2 3 8 33 29
2 8 6 75 34
3 8 7 7 84
3 7 8 35 79
2 6 6 75 34
2 7 8 85 26
3 9 8 7 59
3 2 7 58 28
4 6 9 7 6
2 9 6 59 6
2 4 6 7 62
2 6 7 53 55
3 3 7 64 59
3 12 6 71 26
2 9 5 7 38
3 4 7 60 58
3 2 7 56 58
2 7 9 76 34
2 2 7 7 61
3 4 7 7 63
3 6 7 8 63
3 2 6 8 59
2 9 6 83 63
2 4 7 6 36
2 4 3 4 58
2 2 6 74 118
2 4 7 61 42
4 3 6 4 62
3 3 6 6 60
2 4 4 7 7
2 2 6 4 58
3 3 8 7 66
2 3 4 84 7
2 3 4 7 62
2 4 7 7 34
2 3 4 70 59
2 2 7 6 59
3 3 4 77 21
3 2 7 64 60
2 2 5 103 41
3 4 5 58 61
3 2 5 8 44
3 3 7 60 36
3 3 7 7 43
3 2 6 4 107
3 2 4 6 72
2 3 6 8 63
3 3 5 71 43
2 2 7 70 61
3 3 6 61 61
3 2 6 61 89
3 2 4 9 75
3 2 9 72 88
2 3 3 7 101
3 4 7 71 60
3 3 4 62 90
2 3 7 71 57
3 2 7 72 61
2 4 5 8 60
2 4 4 6 72
2 2 6 6 60
2 2 3 71 60
4 2 7 6 7
3 2 6 68 81
2 3 6 71 60
3 3 5 7 105
2 3 4 62 43
2 3 6 63 70
2 3 4 60 59
3 2 6 62 71
2 3 6 59 118
3 4 5 60 61
2 4 4 63 73
3 4 5 61 58
3 3 6 62 63
3 3 5 90 62
2 6 6 6 103
3 4 3 7 91
3 6 6 70 60
3 3 58 72 88
3 3 4 63 91
3 2 7 88 62
2 3 6 89 62
2 3 3 7 62
2 3 3 116 57
5 2 4 86 59
2 3 3 103 63
4 2 45 72 62
3 2 5 56 63
3 3 57 87 64
2 2 4 57 62
3 3 6 62 62
3 2 3 87 42
2 3 3 58 69
3 3 6 90 62
2 3 8 56 71
3 3 7 117 61
3 3 4 54 63
2 2 7 55 61
3 3 57 56 64
5 4 5 129 62
3 3 7 61 117
3 3 8 61 59
3 3 3 56 63
2 3 3 56 113
3 3 6 58 62
2 4 6 60 60
2 3 3 56 7
3 4 54 56 63
2 3 7 59 116
2 3 6 55 115
3 3 4 61 86
2 4 4 7 62
3 4 3 61 62
2 4 8 90 81
2 3 56 57 63
2 3 4 60 59
3 3 6 56 63
2 4 7 101 62
2 4 5 55 70
7 3 6 43 43
3 3 6 115 60
3 3 4 120 113
2 4 4 121 58
2 4 4 6 84
3 2 3 47 63
3 3 8 58 64
3 3 4 71 61
3 3 6 62 62
3 8 6 4 64
3 3 6 6 69
3 3 6 101 64
3 3 6 98 62
3 3 6 101 63
4 4 6 97 42
3 5 5 5 64
3 4 5 6 61
2 4 5 94 63
4 3 6 64 60
3 4 5 94 61
3 3 6 42 96
5 4 5 104 42
3 5 6 6 60
3 4 8 60 6
3 4 4 5 41
3 4 8 60 102
5 4 8 50 64
3 8 8 6 96
4 4 7 55 61
3 4 5 82 63
3 5 5 6 97
5 5 7 7 62
3 4 6 94 62
4 8 5 59 62
3 5 7 51 37
5 4 5 84 62
5 4 6 4 84
3 4 6 7 98
3 5 7 65 64
3 5 5 92 65
4 4 4 92 60
3 5 8 93 96
3 8 6 99 116
5 4 5 8 82
3 4 6 104 61
3 5 8 7 61
3 5 8 6 97
3 4 4 104 116
3 4 6 6 94
3 5 8 6 117
3 5 6 93 94
3 4 8 61 98
3 4 6 45 94
10 3 5 84 91
5 4 5 92 116
5 4 5 6 97
3 4 5 98 95
3 4 7 109 99
3 4 6 99 99
3 4 5 5 108
4 4 5 98 112
7 4 5 96 111
5 4 5 6 103
5 5 7 99 64
5 4 6 7 116
6 4 5 92 100
7 5 5 116 96
4 4 7 114 114
5 5 6 114 93
5 4 6 92 115
4 4 5 61 95
7 4 6 97 92
3 4 5 98 91
7 5 8 91 116
8 5 5 54 119
5 5 5 92 96
7 5 5 116 97
3 4 7 111 94
4 4 5 93 96
3 3 5 99 114
5 5 5 106 93
5 4 6 108 95
4 5 7 106 114
5 4 5 7 61
2 3 14 2 2
9 2 5 3 7
7 94 20 2 19
9 31 10 2 20
10 1 5 2 14
8 102 9 2 4
9 1 9 2 14
15 2 3 1 8
9 2 3 2 14
3 2 3 2 12
14 12 1 1 1
7 12 6 22 11
10 1 5 58 15
3 11 7 2 19
33 13 7 2 1
2 12 1 11 1
3 5 8 14 29
20 4 5 11 7
2 5 10 23 22
1 4 8 2 6
1 1 8 2 23
3 10 9 11 6
2 4 8 2 8
2 5 28 12 11
2 4 9 9 8
3 1 7 11 8
6 4 1 6 8
2 4 8 2 24
2 99 1 6 6
3 4 8 12 11
5 6 7 2 7
2 4 8 6 8
2 4 14 9 31
2 4 11 12 92
2 4 8 6 6
2 5 94 6 12
2 5 10 11 15
3 12 8 1 23
1 4 13 6 15
3 1 9 7 8
3 4 9 12 14
2 5 8 14 15
1 1 9 12 13
2 4 11 10 15
2 4 7 13 15
2 5 8 97 71
2 4 8 13 13
2 5 1 8 4
2 1 11 1 24
2 10 8 14 14
2 1 1 13 15
2 4 13 14 15
2 4 9 13 15
7 4 11 13 13
3 1 10 13 8
2 4 11 13 1
2 4 6 13 9
6 4 6 13 24
3 1 13 1 1
2 5 8 12 14
3 4 8 13 13

Return to text


Figure6: MSFE for selected estimators

PCRn20 PCRn30 PC20SIRdr2OLS PC30SIRdr2OLS PLSRn10 PCRpcp2
0.352807191737657 0.203344410808574 0.056049758200997 0.0923958582242662 0.00815733954480458 0.233531152006263
0.914890182797452 0.451821656281544 0.199280314986091 0.218570587632426 0.220112382475503 0.594231272879273
1.56228665183136 0.802982908228908 0.254649857108406 0.268092323056827 0.269865273963805 1.01150825931832
1.61564148721479 0.844521920238646 0.26401276661556 0.259669813323837 0.261867312896677 1.04663841809164
1.58001103043564 0.836828393298256 0.318158744081056 0.326296467544897 0.331308592138392 1.03356762754424
1.56523996126818 0.835372358009782 0.537383543724036 0.945093078051488 0.351280482026481 1.03098989230001
1.52716853616606 0.825012508387039 0.599552750621081 1.0246003487997 0.342329936175993 1.01573215245366
1.50852158452156 0.843475655722759 47.7907011381203 1.36644189664987 0.336838961970696 1.01485668869692
1.5477501629423 0.897372833569374 28.5525949447785 1.59087765734753 0.395488195473985 1.04909387170548
1.52127334351261 0.887998949908189 19.0547156376782 1.55051608525947 0.394538751146723 1.03950483469249
1.89958916239467 1.09661187842486 17.0230067976207 1.86479009329619 0.716926272417799 1.27157763951175
2.33854451950131 1.39660615321746 17.0560651902861 2.73021608270136 0.731139371725606 1.60225739348152
2.608924219639 1.57343244089306 14.4620397983328 2.67902097846792 0.769885273595489 1.78595158660833
2.86023777501886 1.71950096130203 13.4899645452025 2.74845539791794 0.98097131845955 1.94628057992004
2.95582274475026 1.77117458972766 12.0629956591609 2.70157766190949 0.985532336073954 2.0062936233471
2.90049273487686 1.75181268352281 10.7487165218009 2.66123901470563 0.963636546568681 1.98102522508844
2.83878435248428 126.251627291362 9.85927176999101 2.59844605548331 1.02385061948043 1.95137181346444
2.80985998395686 63.4214746232 9.05585456610331 2.55381210964387 1.00237795896448 1.94046377671972
2.78658052997491 42.6035260944563 8.34426660398545 2.51687982152034 0.988060714907934 1.93461886545044
2.80400285940953 33.0274980712335 7.98922406529368 2.5559192770544 0.967995050552407 1.96081717320379
2.80302274570049 26.9148083942436 7.83531268519791 2.57124237498642 0.973937839738832 1.98546879628321
2.77619778837875 22.5943434454349 7.32760023893271 2.52245619426097 0.956271507066448 1.97718757272171
2.78069269535802 19.7277265912816 7.12186693871101 2.52514764971903 0.977428221990722 1.99482294118197
2.85827854621663 17.93038026409 7.02516880179277 2.56780195438124 1.0293423158185 149.755073894954
3.06172518156177 18.3359047810431 6.83138407473193 2.63577567561008 1.08848400420939 83.0476892148438
3.10428702338359 17.15466920305 6.87520178742754 2.74328771372136 1.25470508835492 57.4197602038384
3.15987549315554 16.0099555467857 6.74154457534409 2.75280142258552 1.23403470714304 44.6100393370197
3.18332039805961 14.9157632192204 6.54743740631579 2.7314990924552 1.21352099271087 36.4808458953428
3.19925423906336 14.0497161469719 6.30868958865439 2.6893497268651 1.21158753093536 31.049512461238
3.15122081347648 13.08220627985 6.03524274429582 2.64045525442045 1.19881034734634 26.6528628828349
3.11149707670999 12.3013434194676 5.86337607199202 2.62004331720732 1.21335009932575 23.4625718621841
3.06507453662371 11.5410451347273 5.7234792308482 2.5852107066849 1.19435898444551 20.8796650853043
3.01675503574147 10.8727558871126 5.50818719116533 2.54173270741998 1.2166600303335 18.8033497969586
2.97205860146284 10.2974395317151 5.386554391613 2.54998110287249 1.19840228338617 17.1154114592897
2.9306222058834 9.80054750392436 5.21689706793371 2.52511634652368 1.18450586952773 15.7252635704314
2.88766795236357 9.31124432411211 5.05420127331599 2.48912094483897 1.24230047638093 14.5238649283755
2.86548371910548 8.91615348096403 4.98222773327789 2.49037106152996 1.22375182206938 13.5677898985729
2.92232117922872 8.84696955917546 5.04610245412135 2.55753862168748 1.20891021497499 13.1498040430369
2.9601246307392 8.65582267573595 5.17137978387257 2.60463648898825 1.19274467476586 12.7147327589655
2.97992694760815 8.54287937157705 5.19483681152679 2.63794528211778 1.18447429665101 12.2139793892572
3.00520422114461 8.44846061701981 5.26358510384315 2.69202930497333 1.22663560354942 11.8282614185046
3.06168259823261 8.37480251641853 5.35089409421369 2.7793989928667 1.22945665974747 11.6345559252757
223.767092489536 8.17715891672366 5.27971447909238 2.78564526224235 1.21245968320446 11.2231027505953
112.414000816785 7.90904998974432 5.16494905966788 2.75183398797027 87.4488049564293 10.7325112346278
75.7602609398384 7.70256803184825 5.20387300147302 2.77615362028461 43.8187502554521 10.390911147817
58.6701247764973 7.72477132507251 5.36224197818188 2.85088333089386 29.4214199024336 10.3068397381336
49.0481725701314 7.82542909174833 5.79862238657041 3.01682134456721 23.7403339176713 10.2832747065197
42.557493043005 7.87753112241856 5.77683052201757 222.331197972165 19.130578817173 10.2856924894533
36.6758731745735 7.66949999291198 5.68060564925034 112.604237241005 15.9445583976125 9.94319148647309
32.250320166333 7.45605052038098 5.57001866957808 75.181345914191 14.124524340175 9.62262537561321
29.5560385290027 7.54317858947688 5.75002977745229 61.7137776116764 14.1157710827743 9.53173242256482
27.027143150672 7.52392187895647 5.95680438357458 52.9353194672979 13.8958926969551 9.3381421027014
25.2818549493382 7.53627111048787 6.09313669801255 45.3414210007154 13.3536900272802 9.29165485868089
25.3185241733612 8.02906690971893 6.23254840702366 40.097451352809 12.2855038566103 9.86347608042865
24.6234205367273 8.23006732874378 6.49220627425127 37.4398310634741 12.986983152729 10.0387241097988
23.0148660130013 8.09754368693896 6.51196833092511 33.6805180122778 12.4184453646996 9.78425911007993
21.6206440343997 7.96427197658518 6.38487216569264 30.3866775287368 12.3439469968527 9.55070575683571
20.3759342069574 7.80601314689051 6.31382437771019 27.8405867128501 12.1064101990343 9.32241281761454
19.1794411376382 7.62463520459519 6.19250325249075 25.5209036593675 11.4548282979688 9.06411225332435
18.1153785408048 7.45151569815446 6.11910466180688 23.6091144321612 10.781215008162 8.81937217485625
17.2517784955624 7.30832067641958 6.02776782815992 22.1750810528935 10.2193671224402 8.6345668126702
16.4736988569461 7.18212073803249 5.95204471893685 20.82187704963 9.80378473615416 8.45335198308249
15.8309569144662 7.05397925944381 5.85363824585801 19.528144785546 9.5088023942644 8.31592814454247
15.1718794987394 6.93328036705426 5.75839945060806 18.4152042049863 9.15808206626589 8.14037125374972
14.6564262303177 6.83552204636781 5.68284421221478 17.4594957579026 8.9840593976118 8.03130032692095
14.0963028730449 6.70851203560958 5.62180685492449 16.6021701574552 8.73458754000433 7.86915115071916
13.6441670988763 6.60769913972909 5.54190854520508 15.8204029992611 8.39609030081124 7.74197334465886
13.1807420199223 6.49540296549552 5.45903655185622 15.0706472604165 8.18987826551383 7.61477513858207
12.6935916663083 6.3728661674205 5.37722697111457 14.3943283653252 7.95501907728546 7.44933702463118
12.2405391704419 6.25637097152785 5.29697192171811 13.7798978744409 7.74426947652742 7.2908409138203
11.8192851167626 6.14434412283298 5.21555629271463 13.2130367041238 7.70252588404185 7.13983394884229
11.4257434528137 6.03636466429373 5.13650056416639 12.6849081957539 7.44032750165088 6.99422965293637
11.1010445035689 5.94484399491563 5.07343129546836 12.2159934365338 7.2331132213615 6.88058041353816
10.7602241965879 5.85855028499446 5.03735435167496 11.8951751494394 7.06594849015633 6.7498105477814
10.4349116732408 5.75974730110608 4.96462882132257 11.4707699209305 6.91692071476698 6.62059457093217
10.1838519932028 5.70621909056012 4.91813209613944 11.1357920774194 6.88798230941688 6.52616593981954
9.89288488520415 5.61295476975252 4.84869868276289 10.7646217070965 6.75164796840175 6.4053246638283
9.61893081536012 5.52890766184061 4.78273325054012 10.4297166862214 6.6527028291513 6.2899739165304
9.3606351983371 5.44207773229106 4.72811846114785 10.1280387490698 6.5353800029386 6.17851733093478
9.14555160223237 5.38862751170228 340.559877476237 9.82177485908166 6.37456310814068 6.09403921505065
8.92626594799433 5.31217082765066 171.126094322453 9.58719483589133 6.21300466685568 5.99875485111223
8.71022032540523 5.23528616301857 114.161183365046 9.31619320218995 6.08267251388995 5.90328287720458
8.51381425576846 5.16424896345096 85.6796890286994 9.06261494799897 5.93341623590903 5.81727152924573
8.31114703625587 5.0883576647615 68.9721120310855 8.86725523817772 6.06146265395194 5.72191101798874
8.12649899051057 5.02093835641728 57.4771204608692 8.63727420925203 5.98457438459597 5.63646588660774
7.9541112773703 4.96542195800111 49.4173731367055 8.48367966825487 5.94048915573758 5.55885949954009
7.79571570396001 4.90325301163392 43.2529136531886 8.27842798292416 5.80953854065427 5.48827880608436
7.63305832424657 4.83898249527917 38.7919608637034 8.14953013929726 5.68961335034177 5.40891987590464
7.4708867696519 348.459914883494 34.9730281072655 7.97406048148688 5.56750602878946 5.3271424583126
7.31531312535191 174.231623514045 31.8066635154648 7.79151072786792 5.44922972053387 5.24766863097172
7.22978069872195 117.862531172695 29.3977151462784 7.72191795410505 5.4529073641665 5.21535154547397
7.19865722840249 90.1272909558246 28.0104081540453 7.84408192787624 5.46335950666641 5.22423832157833
7.21361992980149 73.6561831173534 26.5163319825255 7.83965758565262 5.57006529458674 5.26068709580147
7.26591264179874 62.951056464854 25.0386337561672 7.74685667212223 5.55424220060761 5.32392622980451
7.28276384685218 55.3946830846903 23.8709637755232 7.74861909465014 5.47351045092565 5.36348576411882
7.15629675743625 48.5270533039665 22.5550380495 7.60128833921843 5.40501115480023 386.510074277782
7.03184272517047 43.1414638371545 21.3033961241916 7.44931961830915 5.31869977254704 193.528416063078
6.91721997676168 38.8518868019016 20.292232299344 7.32793861836075 5.22223762201667 129.187023875815
6.79733780049327 35.3788046702394 19.2848317901841 7.18721412503444 5.13809140749052 96.9082658326558
6.70402359557656 32.503263520195 18.4029910971006 7.0670463811368 5.14686381716619 77.8175871078023
6.59859690981501 30.0082626197344 17.6094937294293 6.94005072221429 5.08902935062985 64.9019458348136
6.4933597584022 27.9229904957017 16.8729818980795 6.81901180223674 5.00418944173655 55.6717699412663
6.39007133277742 26.074591283729 16.1703836631112 6.70103290634366 4.95932442353226 48.7376090218505
6.3003561346359 24.4576713068168 15.6260286258825 6.61449809677699 4.88184436907827 43.407492014761
6.25188614736038 23.2134410314454 15.390449045823 6.64174579165397 4.80657148336075 39.4006504470819
6.18630945885198 21.9822222415771 15.1515338007075 6.64515120730755 4.75641087854951 35.9932764628769
6.10943498727005 20.9067786769945 14.8468921879314 6.65822572297746 4.74422526409538 33.0929807580617
6.01879151707314 19.8620000390517 14.4100529850246 6.55448535873589 4.67148374969546 30.5498521955823
5.92912970285102 18.92132851759 13.9859290380039 6.47482088531518 4.6245378560195 28.3696614502648
5.90101170204911 18.30127965098 13.5705913050988 6.39880453306293 4.60558501194374 26.7178717412271
5.89601807887239 17.7388868583744 13.2510354492749 6.3256853774134 4.64659140806188 25.3401830868658
5.84967813100801 17.108419565514 12.8826193187555 6.24765533345814 4.68554624679536 24.0184007598358
5.78938472392075 16.5485983048758 12.5037529737071 6.15333081989243 4.70732227416831 22.7654726707706
5.7752385038808 16.0680187838 12.1990785872764 6.07405828570501 4.83199683869214 21.8147768754707
418.466945851665 15.6237580681499 11.8947890712885 6.00576114824143 4.87276100656011 20.8803122405661
209.492112302803 15.0855043666664 11.5747912946016 5.91872149743894 356.161327544492 19.9123801451625
140.149729177542 14.6437677731478 11.2761748233908 5.83706832520716 181.071637605513 19.0697077060592
105.242035369312 14.1847637863462 10.9871577735788 5.75490805448965 121.280886993563 18.2654432029165
84.3720714964376 13.7764870058019 10.7160399953132 5.67898258916115 91.2054145492335 17.5574871991418
70.5210289778787 13.3762819720443 10.4557938039365 408.907865278406 73.2177094888539 16.8909190852065
60.5645105742926 12.9951682912456 10.2144484150216 204.802924050075 61.0965145855001 16.2686102978145
52.9940839364981 12.6130750448354 9.98300968564996 136.633480625163 52.5544622953763 15.6662073287805
47.2156319695432 12.2721427459383 9.75738566591613 102.539811648769 46.2073858173505 15.1447585746527
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18.9998273388161 11.3562677471114 10.203171808072 21.9686147541331 19.4232194355314 12.3967188991966
18.503314420996 11.1803085331265 734.64415101936 21.3040802342493 18.9514285601703 12.1837131311952
18.2321373185194 11.1130498813721 371.830417310573 20.831174275112 18.6044656674641 12.0915149784286
18.104794778801 11.1039782568096 253.211955283875 20.6729628786088 18.4865177678722 12.0900850606388
17.7568058032471 10.9837192263098 191.987878791605 20.2657011655712 18.0605091255227 11.9334168194691
17.7732598186486 11.1371683802854 156.256670260692 20.1700667154925 18.0429028558621 12.0887159483349
17.6659259342303 11.1480284340914 131.869153020655 19.8106679561783 17.7842887570675 12.0956775342788
17.3677582932817 11.0142798456504 113.702149707054 19.3686419954137 17.4907875655613 11.9365563288935
16.9829421241313 10.8600239702417 99.553663702919 18.8959935054568 17.0938467188787 11.7506505341817
16.6218520117791 10.7109743915223 88.5304021812174 18.4389112138028 16.7156502682278 11.5728036324787
16.3308842689141 773.845348747127 79.8185635485456 18.027869905597 16.4042450335108 11.445766459045
16.0614015275456 388.526802885991 72.8987931555902 17.7032916697159 16.1405392826448 11.3297160594874
15.9457990855857 262.378683978835 67.4434206627823 17.4523136738537 16.0468847886956 11.3295652019855
15.7072699426986 197.653682010483 62.5941950222788 17.1247514035728 15.7668165845969 11.2087843553533
15.4237369461368 158.358639767686 58.1322426293771 16.7588188075349 15.4627335711569 11.0696781982483
15.2348506168464 133.199474009406 54.5722716934728 16.5587822893392 15.3066425322906 10.9955895154351
14.9919517336416 114.829411784557 51.9594505678191 16.6352718467124 15.2554030991405 10.9130041150235
14.8689807030878 101.766925368513 49.6053017797868 16.5773183700395 15.4829085475553 793.280331345003
14.7206225456727 91.3513418493782 47.7246132593008 16.5884437955214 15.3926830751079 400.051310688992
14.6428432191365 83.2461700708378 45.9494184730332 16.5501899764378 15.403468395369 270.102778629475
14.6283104164458 76.7632071331322 44.6608258725732 16.6036205378844 15.4253281227002 205.803969828848
14.6436466246564 71.6712350851242 43.5422220196406 16.6953571516134 15.3624720793937 167.199699849369
15.054767355973 68.9333516390232 43.6407233547152 17.2757541919371 15.4953295739669 145.572008169718
15.4043526769418 66.4819124096453 44.454371735981 18.072153748984 15.7380479965641 129.658455376513
15.3870455098834 62.8584390004868 43.7302645039093 18.2141050899907 15.6617853168829 114.882486078082
15.3794888427498 59.4253196426168 43.3223183816059 18.2432898048085 15.5282655781864 102.933490413403
15.4131559778796 57.1203914872778 41.9418722635836 17.9414785340428 15.3801206890973 94.153758125086
16.6082413039083 57.7752298390907 41.6824609063742 18.4403200035552 15.9629062120148 92.7594672021035
18.5083866509651 59.4628180086539 43.7257859111808 19.4620586829644 17.2696422496958 92.7291549766797
20.2315497987367 60.7669516757805 45.4756287597553 20.0061935729787 17.665165348207 92.7913950782914
21.4469531954838 60.5233757183841 46.246984788352 20.4015994100304 18.3148348283681 90.8444643442692
23.9441769996244 67.7721826132536 47.5604497800592 21.5575004965721 19.1222399494697 97.450981528537
24.9421077240999 68.9557744271182 47.8145403157108 22.3204771912605 19.4209084405501 96.993614100216
24.7618740842693 66.1454609034929 46.5897415955952 22.0048032426216 19.1632393694847 91.3592237410831
24.5217575013619 63.7903492118906 45.4089134920231 21.6989424300102 18.9872582248196 86.6907136633968
24.1827267643772 61.4435771798316 44.1935862635942 21.3782136747101 18.7409329577252 82.3108463288994
1744.69238039304 59.2142561299308 43.0170973960641 21.0704500092908 18.4999816821946 78.2890147995589
872.404411363842 57.1022661035378 41.9026985601192 20.7687552478983 1332.02286524779 74.5708430002943
583.121197122646 55.1905885953211 40.9595262922859 20.5023564461561 668.929677716888 71.2168869527938
438.235398396108 53.57688020749 40.1132627082377 20.3078649304564 446.977079067333 68.5527326239554
350.589123495305 51.8496692365175 39.1159790354282 20.0259393530819 335.477876389737 65.6967654924012
292.158974391934 50.2731375221703 38.1619738698042 1443.96118677622 270.430900339215 63.1321721015973
251.647974005407 49.0858226329592 37.2855797581646 724.587818031419 227.194199395219 61.0756745091221
220.457467828914 47.6589090295234 36.4944090315673 484.082870924891 194.83717489326 58.8285992579626
197.274502140782 46.5494504458121 35.749367528843 364.201618711773 171.823326529681 57.0644002743016
179.345200831978 45.6611299670482 35.2362690753333 293.917820867684 153.232159418691 55.8609512889129
164.934574621658 45.1113936298276 34.8056696523626 248.532676284283 138.475315331726 54.605437008842
152.445538278635 44.3632722928165 34.3267087756436 215.084230477354 126.141470841451 53.1872269439397
141.608559040583 43.4222669135158 33.7831297203159 189.194169531943 115.925692664719 51.7380951661614
132.258354797827 42.5915055222477 33.2564203626972 169.419215910535 107.391857303823 50.3678116030247
123.608903784141 41.6723833481802 32.6291675517312 152.901203219746 99.7212671414632 49.0315637792623
116.093390930609 40.8025850519838 32.0117954148051 139.39333768723 93.0767296686462 47.7678030448601
109.274996474363 39.8541085813851 31.3967461795255 127.977327636465 87.3558288711234 46.4526123796029
103.245187617336 38.9553514150836 30.8339478272089 118.426343916779 82.3835842565668 45.2040101112022
97.820135149441 38.1104363260879 30.2800077987913 110.026913837678 77.8300809476553 44.0523918249763
93.0985121067739 37.3468368939871 29.7969826212119 102.821493974109 74.1617367660606 43.0213670237384
88.969800467477 36.6419139126935 29.4013248677066 96.7141462838636 70.7136807360507 42.0854925909011
85.1493248833202 35.9658399919576 29.0283874879212 91.3282392474333 67.5953634565379 41.2047104548174
81.5192475201115 35.2915167001235 28.5871287681637 86.5301953856722 64.8570802757089 40.2758873762383
78.3136958748604 34.8292495528571 28.1952138167595 82.4344486354234 62.9201847202929 39.6015840410689
75.2918672745198 34.2939542023217 27.797798016368 78.641011589209 61.6278867091004 38.8637680481956
72.4189444475106 33.6498596243068 27.3613215036701 74.9736236043699 59.3491805189254 38.0122213192434
69.7460759908612 33.0302553126956 26.9201168754524 71.5658319367281 57.0666602457382 37.1915781805469
67.2561963329906 32.434382161456 26.4929678569411 68.4614849376316 54.9837547839298 36.4141413749568
64.9454852286823 31.8526172554674 26.0802041683748 65.6089369852008 53.0220764042333 35.6748120777941
62.7916971156625 31.2936892875755 25.6872002228659 62.999568822496 51.2341203006161 34.9512506341107
60.7669891779622 30.7476074143545 25.3036196183336 60.5808551849009 49.5353455959051 34.2532833519819
58.8706315311612 30.2309555298156 24.9298328427863 58.3400475679318 47.949338138595 33.5936440691154
57.0975629568747 29.7186194922717 24.5745144628579 56.2794850717383 46.4554865077454 32.9479684763294
55.4329323867466 29.2327761355827 24.225067575651 54.342567819625 45.0617557299513 32.341284417064
53.8980025259101 28.7636883891653 23.8943276270387 52.5559818250209 43.7510226894588 31.7644185792162
52.4178334344899 28.3055554979291 23.5670668203482 50.8618156641051 42.5030866738689 31.191879164241
51.0101356793024 27.8578010344155 23.2464525960055 49.273379124958 41.3309774380152 30.644366337468
49.7031815652504 27.4788257664922 1675.87948357686 47.9380914969177 40.3119088878149 30.1667734376263
48.4327192052142 27.0629269662698 838.32922892884 46.5735502854864 39.3669407597061 29.6467267603212
47.227543760819 26.6531961536204 558.890834615017 45.2637803286731 38.3588716881168 29.1445790746415
46.0785820342464 26.2856463974709 419.177896812355 44.0295072832901 37.4126222747872 28.6658213422905
44.9907889703033 25.916197373805 335.366277023754 42.8920671096819 36.5390455876971 28.2402959855124
44.0781230244059 25.5611963550695 280.326708905085 41.8056233300408 35.6700519532357 27.8151739020358

Return to text


Figure7: Top left rolling panel R2 for OLS

R2.OLS.h1 R2.OLS.h3 R2.OLS.h6 R2.OLS.h12 R2.OLS.h24
0.761913179014346 0.845876513188572 0.904991430555993 0.927846967375407 0.944676759697676
0.762026150254928 0.845847649662424 0.902926684318448 0.927818416317366 0.944639877604614
0.754058012100401 0.818842477238367 0.894591399642597 0.926063158324799 0.942989239856667
0.734414809687427 0.807749417866679 0.893734633698349 0.924767279819476 0.940589882385121
0.733495716299541 0.808727589282583 0.895656328563791 0.926603997350671 0.941246767022198
0.738118924285923 0.817908722006877 0.902117532049125 0.93097023726901 0.943235427508502
0.739347960693594 0.819004492805572 0.901752489751047 0.931340435284671 0.942979565125926
0.731718241063516 0.818690348144688 0.901862800693767 0.930877243710514 0.942988533466235
0.73374593996841 0.810144159207677 0.895276153851423 0.927692402536365 0.941409101602069
0.731437507319135 0.804924915021819 0.891485793768658 0.927433284762926 0.940400669613907
0.731541045741918 0.803983041623765 0.891768651135735 0.927523113587828 0.940720618916313
0.730079416940502 0.806100874313934 0.893040108377626 0.926325866722801 0.940819127264921
0.730021937967169 0.805676736154847 0.892987458528417 0.926202578634792 0.940804384909466
0.729611777972706 0.806175051893051 0.892570271792857 0.924881449509153 0.940351484172811
0.715050344331268 0.804680920776029 0.892474598154256 0.925240054984378 0.940483572150986
0.715896128351118 0.805070963132077 0.891771612784452 0.925714360275754 0.940872248644676
0.716357088316367 0.804980084527158 0.891680205035758 0.925712639702185 0.940616755350024
0.716644435698772 0.805087901120258 0.891098076581429 0.925466307006772 0.940632690767719
0.716532711352438 0.805103736471157 0.890702237646816 0.925470858709853 0.939526175094495
0.716431609389788 0.804791938487793 0.890743278759173 0.925166495730035 0.939401164018466
0.713928509019819 0.804520884500533 0.890339017121197 0.924907608695943 0.938241283914631
0.714062261945643 0.804518864558341 0.890114806749651 0.923999757382735 0.936110346570672
0.714017641284075 0.804729716897847 0.890163483684074 0.923961242373838 0.935686895854993
0.710378492903401 0.804892433709013 0.890116765631009 0.923960419563826 0.935499201479797
0.710591960189637 0.80569286584274 0.890492619234585 0.924078236337378 0.934150149254554
0.711023970378576 0.804941942761808 0.890766151757049 0.924111314572352 0.934036195941396
0.710895339050334 0.804807648306488 0.890752180453851 0.924111949487823 0.933843030241775
0.711240660457302 0.804974883230658 0.89058589882668 0.923553921097424 0.933920123006245
0.710861447906992 0.805061397827926 0.890546688452828 0.923587382600708 0.933657607546127
0.710819002924406 0.805219985103247 0.890406290115812 0.92345736917353 0.933444045334562
0.710780060504502 0.805016611572781 0.890524378760703 0.923492336834007 0.932776037669849
0.710778504072619 0.804959237881164 0.890420196960393 0.923493393080793 0.932776958685772
0.702980619395709 0.80244138684888 0.888118100977207 0.922376068435737 0.93267905855381
0.701509743638783 0.799552697072054 0.884259496320599 0.919633535156218 0.932483743143385
0.701301137271876 0.798043511027511 0.883836695717464 0.91907353343167 0.932427503429598
0.700060620690886 0.79448660916243 0.882355975910818 0.918584178897235 0.932195417762148
0.69939988860132 0.793157432348067 0.881289851716985 0.91776385387401 0.932184717350886
0.696992071140907 0.793719737352153 0.881910543405955 0.918220150101978 0.932359713593298
0.697526064795893 0.794474864076726 0.88224959348567 0.918651548400904 0.932469495387985
0.696310962889724 0.790017468099415 0.879283931731424 0.918441207236718 0.931998957344299
0.688939613729602 0.788138145088671 0.875777167607443 0.918283598894399 0.931775070850316
0.687769339098568 0.787766203148623 0.87513117655054 0.917984657447775 0.931648314258025
0.687711411883179 0.787286771509896 0.874425160811413 0.91798060348297 0.931457440380845
0.687619282561614 0.786045204225704 0.873864488139478 0.917929303589814 0.930666214220612
0.681433277986969 0.779879151311552 0.873685001959239 0.917801269583392 0.930406255352357
0.67795887836723 0.774617199948578 0.874335171426532 0.918018668222116 0.930419103485562
0.677944507665816 0.775108302210316 0.873743934591215 0.918112952598598 0.930580504606296
0.676968754804044 0.778041689817183 0.874510950825568 0.918405194211429 0.930155561393502
0.679912558132277 0.775288698062872 0.874343328481627 0.918673680501969 0.930163726041505
0.674448625869423 0.773920375607519 0.874357822319381 0.918999854145924 0.930401435205259
0.674916573888087 0.778759692691149 0.877673139691282 0.921414508674542 0.932432666184337
0.680336190032696 0.782758652825543 0.880058249654718 0.923328142931665 0.933752931800389
0.679618565509356 0.782491018504793 0.880077940481863 0.923028122467235 0.933748401510133
0.680618540661427 0.782244638464256 0.879770629294586 0.921491718361687 0.933350017053245
0.678532689808087 0.780598607074202 0.87551257779325 0.918803359080395 0.932787242210946
0.679146930502127 0.780801611903939 0.871881202251181 0.917026562831407 0.931929544714289
0.679504681120218 0.780875912310843 0.870955749127191 0.916725261335583 0.931720651310112
0.679345109527996 0.779257487027364 0.868482086896769 0.916211299155345 0.931617823551925
0.679752387429965 0.779862154262787 0.868223381283614 0.91592438897781 0.931513385387422
0.679684339979585 0.779237085437796 0.868232589746443 0.915878826700966 0.9315136720632
0.68011517758283 0.778954001898396 0.866407281886566 0.91580223371363 0.931512039371371
0.677774763249238 0.778333195896105 0.866403128459552 0.915800492357638 0.93148325706001
0.669111518844785 0.77612130719895 0.866191621325793 0.915782635010955 0.931241865662408
0.669006331725481 0.776246318135637 0.866010229214928 0.915743749537768 0.931135079985693
0.66937548060113 0.775980520771541 0.865691267717865 0.915659915207571 0.930735673994227
0.66954924898521 0.774874024402411 0.86517205223092 0.915161290562409 0.929773915730565
0.669157729107505 0.7744719554489 0.864608584239308 0.913821244158645 0.928255859499102
0.669068262559301 0.774573172776569 0.864784722971253 0.913843799346095 0.928282078667929
0.669067072750085 0.774441305802151 0.864845480365388 0.913391645485517 0.927839696479619
0.668807361974933 0.774136280422474 0.86483920082875 0.912987479128229 0.927319483642467
0.668365738138863 0.774133019818017 0.864143244567113 0.911541449327679 0.927034502246579
0.667513348668097 0.77402973769103 0.862746557949268 0.910893836137068 0.926496791916114
0.66481304385086 0.773731127000766 0.862683943249704 0.910803374531998 0.926472071401136
0.66267049382025 0.773666879419444 0.862575445415685 0.910780157189579 0.926338163937027
0.664279999337461 0.771833720920634 0.862091791237944 0.910755722185836 0.926377047020391
0.659040154002404 0.771979161696072 0.862361628214685 0.910842824648597 0.926412099384317
0.657828205351675 0.771036185368865 0.861517097816008 0.909172471072867 0.925229171984837
0.657777451536008 0.771026155904107 0.86153605023494 0.909083580810779 0.925118292733573
0.656094033688267 0.770248116426 0.861537847923969 0.909078922712505 0.924801456272643
0.653106731667152 0.768981078077868 0.861134124694729 0.908508637713509 0.924151695705896
0.651650577711346 0.768790076484253 0.861011383947963 0.908471406363053 0.92414575470162
0.651359891456694 0.768792594764437 0.861088050585603 0.908428775523599 0.924114720674761
0.650990172836815 0.768791289402927 0.860825986163432 0.908295090756421 0.923770287437129
0.651034144828979 0.768845670752742 0.860946377581917 0.908280239239067 0.92348265251089
0.649173308053956 0.766966828757226 0.859789305924474 0.907787974296339 0.92320935286321
0.649045957550025 0.76751644020443 0.859792324618147 0.907725595520908 0.923036625256945
0.643146536072247 0.765073963861884 0.859750332677092 0.907062490324754 0.922874038859913
0.642742873312813 0.765485102622332 0.859796269566516 0.907593940750946 0.923276600122967
0.643139856542223 0.765981010212631 0.860017194289242 0.907684621917449 0.923271211651629
0.642857467115814 0.764157153040509 0.859036802973429 0.907446393995433 0.922591471247471
0.640846619110786 0.761723899259934 0.858525741843763 0.907341718849698 0.922577885957296
0.641652822011112 0.763350077097297 0.859806535782764 0.908043905421872 0.922977846360275
0.642479393823268 0.763391806876843 0.860282958102031 0.90834135955819 0.922707412398399
0.641966334278632 0.759521369648974 0.859423206363257 0.907560084464872 0.922578221788795
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0.575056950808284 0.687514625504389 0.79561419273323 0.850638916952297 0.877919163299468
0.573115222248268 0.685637465495728 0.794426062752233 0.850245233819838 0.878068076566611
0.570062191655789 0.68174971391699 0.794769513981046 0.850578670051634 0.878234423938527
0.569938457298593 0.678775760830212 0.795192885018775 0.850648192299944 0.878129610750544
0.559339744405263 0.679520028689704 0.795427289310784 0.850899574015972 0.878400072162604
0.567945217966598 0.692149393974533 0.80318837196942 0.855095933026615 0.882185140392533
0.565029722247215 0.687836522073598 0.80091756187856 0.852655874701218 0.881360105855119
0.568016653670295 0.692729323920788 0.804939500485819 0.854083374694294 0.883446827240693
0.572091655928703 0.691632900383751 0.804830900341603 0.852612043390608 0.883375337425075
0.575074822402346 0.692692778987831 0.805239650449083 0.852680654150987 0.883745868843753
0.575150374172261 0.692987987163671 0.805858083872547 0.852647314306026 0.883905754382118
0.575270753447228 0.692414682754231 0.805434681707657 0.852420166017052 0.883478567337602
0.575579021006833 0.690631873100303 0.806448254876624 0.852219583513651 0.882138712573901
0.575578169996129 0.689592872470296 0.806131822299886 0.852202905517543 0.881845577699974
0.574183706894601 0.689538979217282 0.805621005830307 0.852205140372108 0.881664555215657
0.574301925775488 0.689900300494355 0.806168285578162 0.852837068366031 0.8817498345077
0.566621296548117 0.68367677911823 0.804806503692118 0.852549787845906 0.881815104576605
0.566579826711689 0.686453648914497 0.807770946185063 0.854613435641774 0.883513168909585
0.568865114237737 0.69097075661087 0.810821183306858 0.85604439742557 0.884046055694153
0.568938241735947 0.689607641706416 0.809615185539941 0.854506957303711 0.883684822536651
0.569779676994123 0.689870335305337 0.809595605558735 0.854203347649645 0.884140135309476
0.568751545378325 0.686891884417025 0.808202548710624 0.852050722957943 0.88391783509221
0.568928064308317 0.685585817015327 0.807292212127989 0.851211031996193 0.884076591657324
0.568170943231878 0.684327871489871 0.806655570729326 0.850358132356523 0.884366205313945
0.568011263273364 0.684174180082119 0.80666008222539 0.850264187384432 0.884445064624868
0.568172599882581 0.684460064877373 0.806640174353681 0.850175837691884 0.884574459687573
0.568044411187934 0.684417497881249 0.806277764162378 0.849285264741857 0.884532150541877
0.565062581300285 0.684265090967629 0.806491147305694 0.849216471341639 0.88440694516841
0.565757133962405 0.682858577439836 0.806007497929899 0.848889655749747 0.884393886149979
0.565752214424624 0.68264334116495 0.805879114377203 0.848704760739033 0.884642715270345
0.563133431953089 0.681756436447393 0.805659047856062 0.848702813542024 0.884733801100861
0.564937682052479 0.683759982047967 0.806882287334143 0.84844451242269 0.885810308208121
0.564572814177361 0.683476252628113 0.80706928222706 0.846098571464107 0.8850030536645
0.564542307663269 0.682846034052228 0.806434745379607 0.846151741274317 0.885188477354285
0.564445154149434 0.682893474260045 0.80651258497698 0.843988521746568 0.884782686967802
0.564133576212063 0.682377272279477 0.806502812904378 0.842812751395275 0.884659633282893
0.565330873614994 0.680894171935463 0.805931088023187 0.841469362146448 0.884080814199782
0.556469934892574 0.680521396561251 0.805659724557729 0.842461355855632 0.88470896932364
0.557620524341449 0.68588012409314 0.805673312174342 0.846794674633768 0.887354207006366
0.56331343380708 0.685778739395134 0.801916039119797 0.848108891295668 0.888031980766892
0.563842428504786 0.663553179341131 0.793005241273484 0.845915491569527 0.887067596167863
0.566374427493117 0.664777870582741 0.79266657181012 0.845716368978204 0.886670406522377
0.567752999165832 0.664069440303201 0.794303854754025 0.848538412421121 0.889146299832025
0.57656654780192 0.687130412749669 0.808938049839835 0.860737971329213 0.897901978443232
0.587535510523042 0.694409017957423 0.812558815887106 0.860326617163436 0.898750229960581
0.586832068873488 0.692733555492009 0.80783981302771 0.855543197177882 0.895538170379501
0.588412181544374 0.693124535634849 0.804825191254971 0.852960948218167 0.892781454202356
0.580503001202794 0.675266530208438 0.784493147618938 0.845597536128856 0.887685900922751
0.580006478863247 0.673220151121143 0.780405261021633 0.844503696147282 0.885150985469799
0.583297349937634 0.673540869943969 0.78034009547749 0.843837630060629 0.885028205570593
0.566483083473713 0.671669946358956 0.780355156223687 0.843540945670611 0.885483449871275
0.565617301544668 0.672349991148239 0.780645854062611 0.843582869092096 0.88548779547388
0.559086352850361 0.671356853395687 0.780326061887412 0.843435925136885 0.885489843731948
0.559149995810066 0.671345055874014 0.780137537569985 0.84330111204673 0.885480105160229
0.559056696216703 0.671237266784035 0.780104443171861 0.843254834462076 0.885307109618503
0.557818469224069 0.669258682364188 0.777563694418395 0.842876745796118 0.885348940253268
0.551754500298876 0.664504564353473 0.77486220390151 0.842053652777153 0.885379065970737
0.550691433246588 0.664059980790352 0.774738796095174 0.841951314500682 0.883915863282908
0.548126183759219 0.664073996258087 0.774747684221352 0.842158857445082 0.883726696464194
0.547083852779828 0.664034121014649 0.77474793180691 0.84218939112218 0.883359558123364
0.546380549054623 0.663966803735243 0.774103512870425 0.840939615860702 0.882108498378097
0.546242695512168 0.663555966430365 0.773735610638265 0.840797677871521 0.882101248962171
0.546737254543701 0.663773421737465 0.773475847343936 0.840395991952743 0.881251067835245
0.546641113030903 0.663779345435064 0.773499287043792 0.840427379454539 0.881251128126456
0.546598187023622 0.663211439338805 0.773099164179881 0.840270837170604 0.881100186373725
0.545059604082218 0.662311554847207 0.77196212740567 0.839783132027668 0.880960165389216
0.544924181447839 0.662317773372984 0.771804997234122 0.839557686646523 0.880749062908984
0.543662005999043 0.662294429058346 0.771824102181973 0.839426866313724 0.880538183312429
0.542114398498088 0.661965017577321 0.771714700197023 0.838816513783699 0.879339873506687
0.54097900561293 0.661923164337019 0.771495410677057 0.838355953132762 0.878706069257387
0.540211904861051 0.661826371798959 0.77147867591937 0.83833899908941 0.878719114798304
0.540025561582831 0.661456646112313 0.771673407148546 0.838612084868766 0.878997104898162
0.540111064166017 0.66194391676962 0.771963058500382 0.838888783749953 0.879270403102595
0.539499934744884 0.661556594166639 0.771505132025788 0.838879334132073 0.879315187417806
0.540179206690929 0.662133148672279 0.7710687733047 0.838454346987289 0.879265335421336
0.540036357248083 0.660919465369796 0.768864318440472 0.83670719196399 0.878348878734737
0.538352880391493 0.657707484556517 0.765158452630598 0.833668734822101 0.875214077652588
0.538589009255074 0.657440253151988 0.765115748206201 0.833466623985981 0.875077672026198
0.538283529117175 0.656001531397425 0.764377662584487 0.833371385764439 0.87496903799908
0.538410863696228 0.655909139325011 0.76433792680175 0.833362306617231 0.874918031785062
0.537922799319663 0.656396283069927 0.764275249587518 0.833456498668907 0.874862833892026
0.537924642283243 0.655920014102854 0.763235490971982 0.833360008198288 0.874875665432254
0.537885366919804 0.655493225073469 0.763245390109649 0.833376825656375 0.874830671345507
0.538023361039327 0.65484797152674 0.763279759789806 0.833441860320562 0.874874236204796
0.536239920076986 0.654049003438093 0.763202430328471 0.83340387519416 0.874869792888189
0.536288764504541 0.654645450524257 0.763737215806592 0.833691665645263 0.875149165162222
0.536313608872558 0.653660650491633 0.763988202857343 0.833831994531031 0.875036787295144
0.536889467206365 0.653775839675877 0.764207149316566 0.833953100025485 0.875038637061349
0.535792277853453 0.654958356398785 0.764956757544135 0.834770563817054 0.87560096674734
0.536262175596644 0.655313469677648 0.764552654593101 0.83475269746907 0.875533267448367
0.535213300265969 0.653580130190659 0.763053234659799 0.833481611168107 0.874342476672069
0.534910680537055 0.654812133113647 0.763454367474253 0.833938071980601 0.874639902398495
0.535090181821233 0.654641628658059 0.763130994630875 0.834008834769012 0.874671696028216
0.536596319030955 0.654272761813531 0.763007119478993 0.834005835486476 0.87458861222437


Figure7: top right panel roling r2 for AR4

R2.AR4.h1 R2.AR4.h3 R2.AR4.h6 R2.AR4.h12 R2.AR4.h24
0.374078415388558 0.468667523693147 0.550746405553165 0.478472835626389 0.340416165849576
0.368434869224069 0.469042697531457 0.551527905935942 0.477584485945916 0.3401367024011
0.371428067132858 0.471179132035508 0.555344468548196 0.480578794054309 0.343577539380111
0.357862847209272 0.458247612257573 0.551990317938812 0.480267913521672 0.343243879915389
0.340243983353046 0.460959881060828 0.562456466293669 0.494133022473667 0.355824797802867
0.349841774590457 0.479013831049155 0.577977069520662 0.510648904636852 0.37305559017957
0.347249339925001 0.476465475604916 0.57115185113458 0.504503058031791 0.370121228810855
0.344370876026573 0.470210787193698 0.56255329978793 0.499484003516001 0.368136485167893
0.349558112747766 0.457638357418162 0.552035243072974 0.49809297517957 0.369537400774715
0.338578642340397 0.442786403415166 0.54116393149389 0.494555280911475 0.367997644418068
0.320422735952884 0.437604668385013 0.542367086684899 0.498837645317649 0.372877701010639
0.325276482225163 0.443277509566444 0.54922936013012 0.505668231267642 0.38054289348317
0.32540972747898 0.440662588550029 0.546009754993159 0.5011478494553 0.377884078124315
0.325157156188863 0.438041824973871 0.543653463625063 0.498101489090249 0.376404664956144
0.317416956087414 0.43337082012095 0.539979964636637 0.493940690433245 0.374537886590344
0.319045450234335 0.437464304311765 0.542573319602301 0.496252866622403 0.378574192517942
0.319170898241052 0.437805390518093 0.54244030779606 0.496097130428374 0.378775065190169
0.319170798574004 0.437986422897001 0.542516147372429 0.496416121345162 0.379092805569105
0.319482121520367 0.438152187123663 0.542192237198958 0.496482152643889 0.379353795057637
0.319165171356559 0.438117637835414 0.542373338457585 0.496528045267887 0.379219163946984
0.319409812238644 0.438057611383951 0.542675802208163 0.496563708022134 0.37898667892235
0.319650919370748 0.437707407362377 0.542437024761503 0.496662780676798 0.379194703276811
0.319584786999657 0.437261543811428 0.542365214325277 0.496697307932542 0.379178651919399
0.317908090588377 0.436833397863793 0.542396087389299 0.496721163897886 0.379174913432706
0.319091967619259 0.439678426539039 0.545628982487667 0.500573190774411 0.382915750212508
0.318374288793589 0.439480252334215 0.545378865395818 0.500197578909622 0.382801933848109
0.318633984347067 0.438675044606423 0.544833914991354 0.499742830027527 0.381688095938098
0.318634770117837 0.438156814647878 0.544492445583579 0.499353969547444 0.380957901997858
0.317324831032473 0.438092158886658 0.54421913096276 0.499259979477664 0.379827231721642
0.318233746579491 0.438587886016355 0.544093241846501 0.499509862558187 0.379191040620604
0.318455239814609 0.438719913904216 0.544113326421227 0.499728686023544 0.37946021163747
0.318377694711287 0.438699410945877 0.544114240971766 0.499678980456917 0.379191273978954
0.318213233626587 0.438682691123533 0.544053748373666 0.499663510835748 0.379043973289193
0.318810908242305 0.439116395786482 0.544256310166995 0.500001469135436 0.37951283114416
0.318404458466832 0.439530735353848 0.544548150469583 0.500272976719285 0.379138436168219
0.318284964342096 0.439792262965717 0.544850502868759 0.500566841586083 0.37894535071852
0.317560402482673 0.439769485159915 0.545018897989489 0.500696591870178 0.37892959148304
0.317403308604523 0.442109793039856 0.547292015952633 0.503196535541617 0.381889822633181
0.317339393358119 0.442689626428991 0.547601841142455 0.50343009444934 0.382577610210077
0.317011336397827 0.442542374751864 0.547556948585069 0.501972896336853 0.382302818291336
0.317084102319571 0.442454594806894 0.547760325474711 0.500989069971187 0.382194027664978
0.31678169827784 0.441820975371707 0.547774675149276 0.499942749408566 0.38199248215569
0.316085695427002 0.441771677201452 0.548363964987063 0.498515819017836 0.381830786236132
0.316009079205464 0.441887663587033 0.548524235181019 0.497974275909955 0.381904071273453
0.31564646789536 0.44076549976443 0.548421345172727 0.497846070572269 0.381904359056834
0.314233086376219 0.439304634991432 0.548593770816333 0.498663978179264 0.382393566078214
0.313715701513791 0.44058781785863 0.548627027486582 0.499801750937731 0.383552833772734
0.313991355513773 0.439272687062416 0.547928625523021 0.500120854322104 0.384457881418403
0.311021216391954 0.428784201786186 0.544015707543699 0.498745937599633 0.384289560148293
0.294055590419376 0.42050660209948 0.541952690493 0.502085933693826 0.38925461260249
0.292363104804698 0.432640110765459 0.553752330154547 0.51690337216843 0.404774786902445
0.297926384318946 0.439705711126508 0.559956198803648 0.522086771153017 0.410916150594801
0.296027766278548 0.439636786327613 0.55938619234663 0.51862238097855 0.407877541483252
0.2976931320047 0.440240220611959 0.559010774981043 0.515632406898318 0.405474054548863
0.297156704612134 0.43689526715257 0.5528256877357 0.510064089029791 0.401503153608767
0.291487677829595 0.433577756733607 0.545855284688637 0.504653606301829 0.397819613322425
0.292509089863122 0.433823480668702 0.54412024783093 0.503048880774891 0.396605331175762
0.292210711957638 0.433951871469797 0.54405939912284 0.50307867362659 0.396757319754033
0.29185769573751 0.433086474566531 0.543315182668944 0.502528550965493 0.396592294037856
0.289025299365638 0.431548689962647 0.541706881776021 0.50182230336076 0.396041504170199
0.290008926738549 0.432176498219999 0.542546433212478 0.503014100638172 0.397081472158965
0.290005396704091 0.432168543081696 0.5425074090031 0.503013716877531 0.397087219629983
0.289440983484684 0.431992578420954 0.54237963583492 0.503050421389098 0.397083579219486
0.289816111831493 0.432222150221421 0.542588294087362 0.503235466600798 0.39725009566624
0.290532936005143 0.432591107617246 0.542701467433394 0.503155790956968 0.397518895690228
0.290775342368075 0.43267427179502 0.542580759316604 0.50320720753261 0.397617323419472
0.291355065369314 0.432876239105586 0.542586221617461 0.503322872083359 0.397870493847152
0.291576662940779 0.43311876776678 0.542700239119014 0.503534466186344 0.398057470278985
0.291197450872107 0.432691543473889 0.542178234365444 0.503477267226146 0.398023564043865
0.291360248827307 0.432661047547796 0.542242019024841 0.503643220718406 0.39820659493493
0.291183094018631 0.432341915865167 0.542157503800438 0.503643605126133 0.398204809098084
0.29189978886333 0.432503631299965 0.542728264447342 0.504311148905795 0.398889546768008
0.292008446907523 0.432484168533905 0.542685416586169 0.504205636600169 0.398730186298264
0.292216553164106 0.433042154132345 0.543079318197412 0.504659328604742 0.399280728849158
0.290396887796174 0.43236322483198 0.542274743303705 0.504101542327871 0.398886104014882
0.293059922219242 0.433932827357518 0.543478627364053 0.505034408494572 0.400046652450242
0.293606976765608 0.434024194265416 0.543510892296334 0.505136422822194 0.400252109313125
0.293177530901633 0.433709333287789 0.5434983522617 0.504871081026742 0.400211792221284
0.293108249931305 0.433727169972592 0.543554070159489 0.504818363910866 0.400220066141576
0.29310857894777 0.433735447727335 0.543549402581619 0.504819754521658 0.400223744748557
0.293019132570443 0.433518973023843 0.543429092655804 0.504690689853537 0.400222746390641
0.292967717841153 0.433526908270083 0.543448484877639 0.504718693130771 0.400330717238231
0.292914874038107 0.433514462489635 0.543537874836754 0.504760066106121 0.400467390153266
0.293012173297031 0.433614183040182 0.5435613630539 0.504803186791833 0.400555866244587
0.293066149618188 0.433070927067474 0.543404581510147 0.504737509967522 0.400466740183047
0.293167706547627 0.432500544890857 0.543451943744703 0.504757748793521 0.400524586865028
0.290152667186634 0.431800125380967 0.543892593363202 0.504851024904234 0.400757624728187
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0.226705852488115 0.421259856530134 0.549461160607757 0.570477865937942 0.535768561169771


Figure7 second row left panel rolling r2 for PCRcv

R2.PCRcv.h1 R2.PCRcv.h3 R2.PCRcv.h6 R2.PCRcv.h12 R2.PCRcv.h24
0.498146109550642 0.664867527925766 0.783785270039413 0.785862375073988 0.829494668310832
0.497246715847085 0.671358912873367 0.754445447569042 0.78160923338549 0.82379150080056
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0.506255444602054 0.633385711893171 0.751088241090874 0.78862493105745 0.815086133954055
0.496721059704706 0.635278045241907 0.751948765574536 0.787147664430872 0.814116311737751
0.47676373856018 0.634305715729402 0.751069451104023 0.785989071835727 0.81293185079138
0.490966575987895 0.63534867952887 0.751192770539053 0.786100501328225 0.813670586181261
0.497959145240562 0.635208565591389 0.752154887486661 0.786501999121399 0.814048792534767
0.496375603932419 0.634226101468606 0.747460870621528 0.786715484736722 0.813873778616744
0.499667897034011 0.637377783795144 0.753798214401892 0.78692923066679 0.813775688089626
0.499765560078058 0.634042254304301 0.751573930654747 0.787176537921366 0.813521525421488
0.48458352009799 0.637185937148083 0.751997699909012 0.782772050922135 0.81359911894394
0.502023655688872 0.637831754472047 0.751957426757611 0.788369093704809 0.813424540102966
0.48598636808363 0.639241272093681 0.747241570139204 0.787845311248178 0.813789526086674
0.490191271201109 0.634220897237155 0.752435168896489 0.78791598397087 0.812584897657861
0.490283708827672 0.634231903868541 0.748557937060636 0.789107499226494 0.812472049083198
0.490475193962008 0.629237208106655 0.74833159503981 0.788783505673825 0.812994843212973
0.499245657815106 0.632913352004527 0.750465653652883 0.789734722379969 0.813666358766054
0.496812582990197 0.629125243974341 0.749921977811614 0.789168780120047 0.813284646451533
0.487661843087347 0.628475784616482 0.716901195114227 0.789665512972209 0.813733926318905
0.501550635659957 0.647139236439845 0.761514766386407 0.796208431735726 0.819079369882593
0.49589607897619 0.64257594428689 0.757641052132662 0.793324663606806 0.817267230438444
0.500974703532217 0.650376864668897 0.764605011330123 0.797549354994867 0.820645730645185
0.505306681271273 0.647482148590281 0.764002808711762 0.794722353233189 0.820893265563285
0.506178376439264 0.650110262945183 0.762236878467595 0.794893230538185 0.816474330461978
0.495419646354707 0.648921954811285 0.764124275376769 0.794504751865101 0.763341818141427
0.502098528910579 0.650212485089857 0.763064938874773 0.792595867569077 0.820822677268908
0.382247396649556 0.648477001351523 0.765214945284154 0.792723952288347 0.819818563482422
0.381640299986185 0.646836588109036 0.764965168764127 0.792677552754023 0.820040413421259
0.50491728863272 0.646656074800025 0.763529656746469 0.795339626220913 0.819630405567485
0.490777049604128 0.643994554893205 0.765625064700467 0.793935961306635 0.819259266941565
0.500108414055352 0.642045332875379 0.762014935626316 0.793123224508244 0.76359634231139
0.487549290397818 0.645371490961086 0.768590299333385 0.796677756888202 0.826050424031653
0.500092738897185 0.650499679797368 0.772608928943319 0.799576975594266 0.823003873688305
0.503368253028669 0.648759621366823 0.771074616095462 0.799886449499209 0.826357267132972
0.50125782788455 0.649750527722882 0.770396425213342 0.798584462678372 0.823881553595134
0.503193328971062 0.644987580822208 0.767357332440014 0.794583539511889 0.823153429888026
0.501702363429516 0.638081577225896 0.763933802382813 0.794441827358179 0.822760053081084
0.502260929911778 0.640334699100596 0.765752556872679 0.792193615646275 0.827024366882291
0.501711237035982 0.636557662524008 0.72633812881469 0.74314411787672 0.826997853268538
0.502011445440513 0.585448690024964 0.767041706907575 0.742891356543446 0.827168095047547
0.495577969583523 0.640742616651105 0.729026604264437 0.74249581242159 0.823806401137691
0.476450664537809 0.642251625573602 0.766852563970762 0.79261969515499 0.823558402979731
0.497833384984222 0.584213701652934 0.763846023854452 0.791665724191008 0.823660544930267
0.495199960776172 0.638397759289389 0.726092756716251 0.788652244465983 0.823983689329801
0.494434564167599 0.639145264024983 0.764014433059251 0.742539103549989 0.827529144153121
0.496493818083237 0.636857920786247 0.727024541123038 0.792889678539195 0.829631759278628
0.496453178643946 0.640068936357972 0.729781538838537 0.791489399492131 0.826094363062193
0.49651026637689 0.636750981079128 0.766837243240836 0.742380144151678 0.828800477847418
0.496243409097001 0.638165292588571 0.722567877738741 0.789056584413925 0.826483861307118
0.493560552749372 0.638286413820459 0.762413611107588 0.788005787787931 0.827338459420394
0.373124887483327 0.629095729618278 0.761940542357469 0.78604868504641 0.772971291473651
0.438166507219405 0.604616547444617 0.763301192171152 0.788744286460454 0.829083821544563
0.48582652544843 0.636762371226287 0.764905450907751 0.794464259804863 0.832254243612575
0.491373778612746 0.585448663036843 0.711019436071969 0.795329808045486 0.778670459200806
0.491811036213509 0.619021832476393 0.753478109633099 0.799286163641784 0.833810643564561
0.491842673505098 0.615099749477607 0.751733365919706 0.791513258776106 0.834880642819894
0.36517974143216 0.617189962447 0.698664421247514 0.741626630542247 0.783146391163977
0.385960472635247 0.581421130401187 0.779685821455669 0.81260323249821 0.799286561613215
0.41686552891578 0.599874824395587 0.782375940178579 0.760935160842469 0.85611115378452
0.523904021245557 0.657774263588022 0.777973155420182 0.808396908018545 0.847119071611595
0.515890277543108 0.657129180103876 0.719688463881366 0.802945383421792 0.77859295308344
0.473232942277877 0.632679830782919 0.749173998471565 0.787404431937388 0.827985653108266
0.50607960773435 0.611053661500935 0.734802114196138 0.708515118102113 0.817064273228621
0.506018995567846 0.617386846086382 0.733481780564243 0.784041030572373 0.82071858755865
0.493462488320153 0.556795609874779 0.671567225101552 0.78257152701964 0.743963785502562
0.384713686238268 0.627503371414168 0.734875897274188 0.720765524816477 0.815496260106787
0.472312648287749 0.624853364534041 0.733540792080036 0.784250125918431 0.820564161999099
0.487555430189324 0.556683444477013 0.739712725295598 0.791776999430682 0.821653192909454
0.4879841522148 0.629125081281664 0.732227923677885 0.78845827301764 0.826611371348927
0.487190489658747 0.616182607740626 0.679112155393011 0.791367610407838 0.826736992293106
0.492909789639781 0.621845648262945 0.730483481981826 0.783569286482504 0.81639001736547
0.374810721316557 0.612430615838343 0.737208446784198 0.790063200705094 0.741886216305259
0.466181283116907 0.621325975075755 0.730794310713359 0.77888378081594 0.816568109740537
0.45154937398811 0.609474909227908 0.738876035406787 0.779329581261433 0.812325039148611
0.478928441774389 0.623544758252995 0.736452356302477 0.782877697098637 0.814580720655086
0.477253602009694 0.607905993061729 0.727243501346311 0.774957033735026 0.809136650102453
0.476830504461329 0.622956240909611 0.726952044088738 0.774186044584195 0.809183430687019
0.477935772508802 0.60927698526902 0.7348954188216 0.78372153477364 0.807355823696493
0.451276040889069 0.605893275687373 0.724514088044286 0.783071983143602 0.806201568944061
0.478026667450261 0.604643406279716 0.670190141354833 0.76895620221203 0.813046310079806
0.450133073980896 0.608699742854141 0.729168765113323 0.76896040900642 0.810821351645276
0.475886650512111 0.626617735373627 0.735981188032767 0.780461171157516 0.810797738626338
0.451001305557901 0.603756808077365 0.729977212082357 0.768487563137772 0.804785871039493
0.500540554001283 0.60371554278756 0.723348473649714 0.771783419942272 0.804701597152464
0.453289612941988 0.619123448169955 0.730755311437703 0.768497694069489 0.80495604531129
0.448608092182923 0.605540045650466 0.730144591911126 0.76775321348663 0.804486120225576
0.446516698822301 0.61623960165115 0.723005884960171 0.767988189531883 0.803888075575129
0.452885912779618 0.602854815228466 0.719792137311036 0.76722599270118 0.81062139025526
0.448841198873632 0.604882989998119 0.718611798852803 0.77796999157515 0.801459073073579
0.463966136015162 0.601479895834126 0.715642988803445 0.778168556808822 0.798823456370571
0.449463870453307 0.600274655877792 0.721464267073558 0.75721116571122 0.802934962342015
0.449849881276948 0.600462042300075 0.711263094989904 0.717327802628987 0.794870517594269
0.473484786360291 0.61550469858766 0.711329138242293 0.757220756825268 0.793988731889885
0.471381974537921 0.600493244609473 0.711275996951133 0.758509895137734 0.793953353433752
0.449792889851059 0.590697124645116 0.711246304656231 0.771806613734786 0.763802262566242
0.449766961667527 0.600532533753342 0.712104462055811 0.78012858068591 0.811922983201984
0.464208583450945 0.600553848693088 0.722738387472069 0.758656890415039 0.796358067564795
0.448239465258089 0.598751276101451 0.713416148233769 0.757128762149922 0.793793473984842
0.451914932987493 0.613790003314866 0.722677210805761 0.758561071534757 0.795240860548963
0.449805660882708 0.597337787076961 0.710385468430076 0.757368362306179 0.795465788753932
0.470306208909801 0.613865195972439 0.712758488987347 0.759071954668578 0.795255849601452
0.44741605977309 0.598178553895694 0.728988773518435 0.75757017372019 0.804036426009432
0.45349254595229 0.60072149262774 0.722377415278377 0.762393625417539 0.794590635201013
0.462873505829159 0.601296861018417 0.722842318948438 0.758793627046027 0.796050541432414
0.451397633902785 0.600421278265898 0.724207619144203 0.759935962946814 0.795533319180027
0.451991591400198 0.61718024505715 0.710908039562293 0.758959238109893 0.796013782173208
0.453460000817805 0.602704153327331 0.724251539776966 0.758616937921638 0.795870813262442
0.456090433906199 0.614115508902002 0.71024628028504 0.758766941361882 0.804173089557064


Figure7 second row right panel rolling r2 for PCRbss30

R2.PCRbss30.h1 R2.PCRbss30.h3 R2.PCRbss30.h6 R2.PCRbss30.h12 R2.PCRbss30.h24
0.449651377142203 0.627284126947936 0.732250826879269 0.77871402529941 0.818478485740583
0.45109965757243 0.635140369155707 0.722912426239894 0.775353802311854 0.803342626936998
0.451772288014973 0.620893711097016 0.720466511872336 0.767954157321799 0.798179723764438
0.430149663000239 0.583440714266385 0.705880693071249 0.758013585700227 0.786793537639214
0.40106319685222 0.57579740762337 0.70508244644703 0.759419745051021 0.778339893815423
0.412580389488283 0.598646370262365 0.723302317880799 0.773679953933114 0.781292335450338
0.414502908760831 0.598152883737565 0.734173931167393 0.775118577775773 0.782002223437734
0.402643736696234 0.596533823218627 0.727534354512886 0.779364242729964 0.786950018674311
0.406301190897974 0.588647369921447 0.727431801629085 0.77960428857725 0.791875279748632
0.413321539433345 0.575297173732481 0.717238203482229 0.779324181607568 0.792052732567845
0.402287790967695 0.573016350321329 0.724966486228839 0.781189260977476 0.784275317594131
0.406335286726422 0.576539635058279 0.714500448270189 0.775609043599215 0.785596931333957
0.405537528268495 0.572039160387481 0.715801283162192 0.768590841780711 0.782882221850258
0.405572327530901 0.565989141569988 0.719176538138833 0.764177345944278 0.786304087017618
0.367432346058158 0.560013869379947 0.710482275242529 0.758066377875052 0.784291993618003
0.36742257609418 0.56157378332065 0.710966729456226 0.755978489945566 0.784626845858619
0.36815937546877 0.561481827761964 0.710601390658225 0.755436720570505 0.785279941206319
0.368668608736251 0.56191405310009 0.711185882501486 0.755665783681445 0.785333101967721
0.368945537214333 0.571014763184374 0.710344576626451 0.755368729277176 0.783736219760837
0.368257235331938 0.570892349507786 0.709911738071078 0.75484885192155 0.782769352641616
0.36839587913963 0.570825978455549 0.710352492631301 0.752789733739705 0.778782255602279
0.368475986899449 0.570700049536827 0.710444925484089 0.757135006442135 0.77712089057374
0.368027103852733 0.570640177213693 0.710237812773427 0.756506221134358 0.780003649199867
0.367866345908671 0.57307793621477 0.711309775532784 0.756222663654341 0.78010772526616
0.368997480378081 0.572765945696786 0.717748923702641 0.755679849049974 0.773641677702049
0.366853535147401 0.57008012570475 0.713659538387991 0.748564824999832 0.771356430407349
0.36704943590154 0.568877647338598 0.711782149160406 0.746458628362819 0.767205695739888
0.378243318135737 0.567663435854124 0.711061713297878 0.74029116134896 0.764422252127887
0.376418525365926 0.566682109725914 0.70888258157728 0.739008812743371 0.76131444502227
0.377857790818809 0.56619478723556 0.706127837795375 0.736649791143156 0.757325427032384
0.377879929366096 0.566095899899617 0.699646425904044 0.736017903580392 0.756188180537535
0.377909166965284 0.566462133416429 0.699543971617574 0.735761210016951 0.755734336652087
0.378186797518585 0.566372620174042 0.698885202297434 0.734630873593064 0.75500970537415
0.379283160950923 0.567553952947964 0.698548717212895 0.734690460750713 0.754018886725307
0.379462811474341 0.567934317995097 0.697904889898308 0.733958519547265 0.751671947126706
0.391720185091904 0.566694698779975 0.704085271120626 0.733657738703807 0.751306785444943
0.389380569473527 0.57338270856329 0.703949709306889 0.738612720416484 0.750121742379521
0.376753242598468 0.575466604751176 0.705935278697107 0.741417082021433 0.749817251731768
0.377994356796759 0.567014213079876 0.704018789444654 0.740087735457639 0.746074971727542
0.390001449354825 0.566194013514514 0.709676287265033 0.73782321954203 0.743102037887279
0.377231655633704 0.566093555416694 0.710373591344066 0.731431939119275 0.747438863059882
0.388937690308692 0.563653359540847 0.709466957197206 0.730304318154116 0.739487674468676
0.389351635030446 0.555132489476703 0.704453681689589 0.728126783615591 0.743137162049755
0.390115609051491 0.55531353530574 0.704694071757523 0.727028523619843 0.742403156957487
0.375879523616962 0.553908220255264 0.697539534487307 0.726507899840841 0.737765692245939
0.373800515345323 0.551420353293189 0.690238911623831 0.725297668052427 0.738438343153148
0.372639649890041 0.552808127108062 0.689010257941765 0.72415368279408 0.738601713930697
0.373579826803456 0.551999573505608 0.688529520623875 0.723512878321822 0.737134717347304
0.371813153572728 0.538025190492988 0.689137223471784 0.721985076159693 0.731140648086818
0.355587409060159 0.531171350545359 0.687043673014469 0.723563945717642 0.734201391922097
0.352973975245933 0.541118165226541 0.695189692744026 0.732352841133057 0.743764759304687
0.357672003239324 0.547490146963024 0.699396814463279 0.732421728739243 0.747620169652413
0.355754290249168 0.547360215156775 0.69963158834141 0.732297864776516 0.740695917899543
0.358162005854052 0.546522310886321 0.703795581343007 0.728427799052164 0.743924879272767
0.356343010143129 0.540947813596018 0.682136014430639 0.725039919775249 0.741193871896185
0.337932837612501 0.535706536998045 0.675488941956128 0.714563791445749 0.739438284451412
0.338701913071851 0.535726871188719 0.668011756501726 0.712553342907415 0.738261664178889
0.338157408074088 0.535482637784239 0.66772796343163 0.712672263828654 0.738189283452313
0.338541257621644 0.534222742434286 0.666914297866337 0.712264443180165 0.739540309189413
0.334437622081935 0.532568479844115 0.664653143324167 0.710603430263287 0.738335996955694
0.335352739569835 0.532649609509022 0.664914448456902 0.715893875817306 0.737515294360818
0.335123799003864 0.532626790209112 0.664974861225504 0.715623370125346 0.736724334169592
0.334774140588254 0.53242683412447 0.664929853379512 0.710248818598646 0.736110353118671
0.334839642046762 0.532251070278129 0.664443792737435 0.714291553047791 0.730376841436166
0.335475427072865 0.532369022410535 0.663989877868727 0.713535569709586 0.730024087639619
0.335378921354578 0.532318785799516 0.663391579249536 0.71291730804467 0.729545169545527
0.335841893257162 0.532418719639498 0.663117286481027 0.712443355281155 0.735730658968227
0.335594054350627 0.532326126020869 0.662337478152183 0.706734135678458 0.734025093173996
0.33467995274903 0.531110637131424 0.661116573764646 0.70593107847063 0.7354544465258
0.335131191308897 0.530233008253723 0.660717089552214 0.705946992465879 0.736693030402571
0.33509151580558 0.529435275662595 0.660482432127076 0.705641319998383 0.735982527108415
0.336013384391959 0.529316523200203 0.660899714554201 0.711276412195449 0.741133098003132
0.335295837584013 0.529216827576027 0.667304556531031 0.706346296606889 0.736697397364921
0.335658506403524 0.529722984108571 0.661415585468195 0.706434976402199 0.742093932905343
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0.340597755367478 0.546960055140701 0.683078033066792 0.722871109725502 0.749289012962141
0.341166059322469 0.542446708922813 0.684337443203469 0.724318563715903 0.749528653176497
0.342132577802502 0.548653330640703 0.68468689959685 0.720227793644608 0.744566927971845
0.342653948181649 0.548573746291233 0.684477694032188 0.720040991925 0.749822613951803
0.342782890948137 0.54371115299607 0.68477277318127 0.723323774334366 0.749448062268433
0.342760076972586 0.543667352756131 0.684533915253826 0.723414232823017 0.74862811680211
0.342781542458032 0.549204612067385 0.684304757526613 0.726929565950358 0.750674289185691
0.342909134611552 0.549309874463356 0.688046060815915 0.719498432049735 0.74864725396487
0.342873856263395 0.553969633663206 0.695856044349385 0.722945218965832 0.749401073829482
0.342831793781636 0.548752707213562 0.696226732215865 0.722261665701954 0.749713923967852
0.342078847275953 0.549157566825257 0.69628621234287 0.722240126412164 0.746050914265102
0.343436122658939 0.544371903374369 0.696818337721728 0.722987552530391 0.746549705906945
0.342205798847552 0.549594826785706 0.696743414340893 0.722711436625017 0.745939304626336
0.34210422643913 0.544674914793071 0.697529584889719 0.723505299624257 0.745566182270376
0.342188438591813 0.551467533836273 0.698089628075821 0.72663225902218 0.748388666298266
0.341624055835148 0.551991200649477 0.698201610256942 0.723966699587967 0.748605348239716
0.345342238276281 0.554234423627597 0.696048899995447 0.725327358493341 0.746303001028542
0.345253912037081 0.55990633008862 0.696162661528339 0.725320928525605 0.74597178978535
0.345002459206921 0.559154232358791 0.695402018026529 0.724773644839733 0.745130528429244
0.343498022589291 0.564259704027166 0.694111378409833 0.724341284918412 0.744330622757788
0.344361797181242 0.565164594042549 0.697964699473902 0.725157670443823 0.746681891745836
0.34545673510829 0.554235437321519 0.698078869884155 0.728602297991238 0.746736725378984
0.344639581484232 0.555613484493534 0.698739345115983 0.729225075092873 0.746739961952451
0.327165899650309 0.556633676499706 0.698867856194377 0.728456244928695 0.747688423662568
0.344050844110707 0.572437586541242 0.709320462014908 0.73849929759343 0.754782907638889
0.34106338248831 0.567254322531654 0.705290080745822 0.733534228885223 0.75093683616043
0.345724125257263 0.574029796145117 0.710932230868758 0.740014764975079 0.757456064024918
0.35105276811697 0.568974283490824 0.711113629072812 0.738108905330193 0.753203504232653
0.347757754118129 0.567158286017982 0.705830328450949 0.733720567772325 0.751942833262036
0.347870638333256 0.567910819590654 0.706703784701709 0.733155668036476 0.752055489666561
0.347100826981271 0.566591561771254 0.706077152705653 0.732847569370204 0.751282511483908
0.34810135189256 0.560494573249348 0.707519688333359 0.733401812416187 0.7508084730329
0.348179594627048 0.564920844861893 0.706405942433286 0.733204833420666 0.753581870761376
0.347949682181928 0.564595200088988 0.708174818140517 0.732860349526242 0.756292258570045
0.347788387829501 0.565186406330968 0.708966899015494 0.733512186219646 0.756701914360499
0.34290735298684 0.554425920227376 0.707105120071275 0.727699397713083 0.752663370383626
0.338789974797104 0.557598304523527 0.711928025610414 0.736050891126394 0.760381692547144
0.343021100107739 0.568244140287986 0.716269494479622 0.735939034238106 0.759867022782599
0.344682398886543 0.567418342374076 0.714501649459025 0.734718709679163 0.755491611597295
0.346581303377443 0.567028420073974 0.714318003807133 0.733927990960438 0.756660034773945
0.343815338554004 0.558210965171454 0.710874041500838 0.731487946815084 0.757922448641738
0.340581965599409 0.55393425667517 0.708399102794268 0.726541143566186 0.752807156737474
0.341227115854327 0.559088169262922 0.709151620728003 0.726988105244777 0.756396391149671
0.341037180875485 0.55911270918536 0.709188241593412 0.727193157902854 0.756306480044345
0.341039634394301 0.558359709928769 0.709052780750598 0.727277143038556 0.755759724347995
0.340916326846222 0.558202066339713 0.709061178138079 0.726841679591641 0.755756048115761
0.339468503814129 0.558297668596481 0.709245205836227 0.726028264538605 0.757604491310133
0.339859374351875 0.558515174800418 0.709524558709458 0.72767123705454 0.752663393438934
0.339854591349689 0.55731963387958 0.708753532468517 0.72686005901924 0.753774069363837
0.335730312798432 0.556034388034762 0.708354966572151 0.726513912612534 0.754761551519176
0.339607098315868 0.554051486544617 0.701400314792962 0.726646658476053 0.759979182834116
0.338019680342935 0.557991992007988 0.699959783308541 0.723486414779497 0.765255233059738
0.337892616365566 0.558261290227428 0.697790872054483 0.722301754562854 0.765290155371896
0.33790351063482 0.558442191243106 0.697551592015336 0.721430886162006 0.766170550785747
0.337685339250248 0.55144598732273 0.697249481383448 0.719945238571474 0.766561044556288
0.337537618264084 0.548805237003281 0.697043980233506 0.718070208880897 0.766801435818355
0.324999996803622 0.547221131356232 0.696604524444287 0.718784233261174 0.76849143552442
0.333318586871513 0.554529051402744 0.691502418575673 0.72258304898752 0.772266854096934
0.336078122276598 0.558881878504497 0.687060725275069 0.72088804872002 0.771800582802608
0.336293552310568 0.52843308695092 0.683043021829747 0.722718806551051 0.76650428010368
0.332341448831225 0.521057293443242 0.676235699468234 0.721111591244285 0.764151398907461
0.325244703418877 0.50707620152437 0.678348387069377 0.728638229497884 0.77130590588144
0.346239472898783 0.543937276161889 0.711183354960938 0.751756891652397 0.785594152277237
0.366613660772299 0.551226891467657 0.713281414221004 0.744238346098818 0.781211837194413
0.371878731156008 0.555647920471954 0.709455042119967 0.729707172492044 0.778888093695426
0.366087762473398 0.561139841316768 0.693941299746876 0.713538940114313 0.769301909770331
0.344593203075841 0.523885579116874 0.661195314049945 0.698693419819276 0.735609588464604
0.345168019621812 0.51535065373449 0.638097141973626 0.681914058792741 0.724587759372607
0.341267534724289 0.514700520894568 0.6356694543808 0.68209586268313 0.723198842422142
0.319464152582771 0.518124418486236 0.645897078116639 0.687253683383601 0.726067246549387
0.31953821573623 0.515505273284541 0.642564738326964 0.686632280529285 0.724658308746267
0.316901806440917 0.51457765415975 0.642787355093163 0.683086915052038 0.723999203690521
0.316753598638296 0.512148381352991 0.638163312426263 0.682629982648878 0.719451356682569
0.31795423176062 0.51346370207364 0.643575212665099 0.684382938094109 0.716440545950056
0.314006449491864 0.504884636151543 0.640446915001872 0.686874552067861 0.716813764057758
0.314392545683846 0.509579297369335 0.639788695122616 0.683364540310477 0.716687284517272
0.313257658019114 0.508176262043313 0.639834386465033 0.682840337101047 0.715709454395958
0.31328008954193 0.512782898087818 0.643712873375722 0.687367994196151 0.719213415523047
0.319813507277856 0.504717804327158 0.644987443702981 0.688920890982944 0.719546269162977
0.311362290135289 0.514195774915524 0.645264780849359 0.688950225226236 0.718722842126941
0.30974727714026 0.512659057994053 0.640040439560854 0.686120364476641 0.717064201627403
0.30894671146819 0.506737945820587 0.63442460565896 0.682987509087508 0.714301485708438
0.3014384677826 0.507279534751737 0.633189302726296 0.677470199000917 0.71257756862103
0.301137604355428 0.501459706465892 0.632164760097503 0.676338911636664 0.712119069467289
0.3091795483963 0.501180760571676 0.631029653150477 0.6749121537063 0.710716097174381
0.301625161780428 0.49945800678356 0.628342466186221 0.67342456451761 0.713284690518908
0.294698015069663 0.490386744419527 0.622868012685104 0.669429619369323 0.711199349803887
0.307083497323862 0.501587579076598 0.627432290465984 0.672557341844334 0.711756570151438
0.306482534164676 0.499246622151261 0.625788572176411 0.671024024490543 0.710013056475158
0.306217313291921 0.497395545424685 0.625079462920963 0.670749936034685 0.715566794523018
0.30610527778209 0.498040845383949 0.630324977197817 0.671679464961474 0.714185056797313
0.305953226560273 0.498098753612987 0.630393903923377 0.671858397083695 0.717298372898298
0.304753023779424 0.497963946422105 0.625965450009434 0.671248692097233 0.717099971383271
0.306463368117113 0.498414454946205 0.625462325816057 0.67107921828202 0.717521404510204
0.304362272364057 0.497076475888245 0.627777841621598 0.667267420545239 0.716178481393118
0.303685526939892 0.495517091408109 0.626697145978918 0.666378017769469 0.714271076752786
0.302530450467635 0.494098837517489 0.626033133067683 0.666006965135753 0.716782314308952
0.309583140193196 0.492380718137511 0.624601240807275 0.664939561972874 0.716034755594302
0.307994807148636 0.492345210545731 0.624397854598801 0.664737810213907 0.716008580442604
0.301290169736352 0.4924044591497 0.624425522203173 0.664840134760971 0.713119642376623
0.301467895804405 0.497999094815113 0.624065954652115 0.664896232075165 0.716058513871464
0.301085488717405 0.498201027730731 0.627819297353084 0.664261979504082 0.713010407332125
0.30022895654757 0.496766816051825 0.631522286667024 0.660553500270845 0.715411237552072
0.299852520808471 0.497120269854488 0.631324180236743 0.660705653329761 0.715467825294156
0.299752360211211 0.498295830115016 0.632240482905569 0.661025719800952 0.71582378370668
0.300155789984015 0.498360447360716 0.632008477865831 0.660609580613442 0.715489728131876
0.300621681225807 0.49750590576389 0.632043285513463 0.663616933019034 0.712156600768938
0.300512737584093 0.498875455346181 0.63295000428519 0.664987249985165 0.71622125745922
0.293739873891811 0.494977303240919 0.633484673506306 0.662237418229031 0.71624586014685
0.301449723606937 0.500453281844225 0.633884447993366 0.662636944041533 0.715909745382261
0.295338834834647 0.495926412349021 0.633703074006573 0.661538411974951 0.71494258429688
0.304811064238598 0.495514856421596 0.629521698687363 0.663361813718704 0.717707510191961
0.307459189995459 0.490923357801581 0.628520667430496 0.658741051521705 0.716899087107772


Figure7 third row left panel rolling r2 for PCRn2

R2.PCRn2.h1 R2.PCRn2.h3 R2.PCRn2.h6 R2.PCRn2.h12 R2.PCRn2.h24
0.430351005738259 0.614670842767059 0.703976123479222 0.690836232203583 0.67550002651821
0.423874251952063 0.615236430908397 0.704505945860106 0.690253741786983 0.67511918945369
0.425439816264563 0.598300584437701 0.697589301619331 0.688387904219061 0.670965292987228
0.402201246236534 0.569120663856223 0.685665571980773 0.68356252155257 0.665402646152425
0.374924886128568 0.564871330168323 0.692735467677505 0.694373435287623 0.673921708014535
0.38642235484866 0.585129884667197 0.71051228644839 0.710864191645045 0.685785097414971
0.388036257021677 0.587443871487919 0.711478509308419 0.711132927966916 0.685295694943111
0.388937100441535 0.587204549296355 0.710541701697682 0.71053859185625 0.683731760528154
0.392629963847325 0.580059889138233 0.704751738879254 0.710194534752105 0.684089504580665
0.388441132374547 0.575297173732481 0.701787248401499 0.710251189724013 0.683804824139078
0.374139667333922 0.573016350321329 0.703268665243582 0.712200261491265 0.685373220468159
0.377550196439456 0.576539635058279 0.705928693660173 0.712746790259155 0.684513738836709
0.377052202188213 0.572039160387481 0.702029806552741 0.709441356189806 0.684354116711479
0.377218145239021 0.565989141569988 0.69698239153394 0.703156704517281 0.680588133618031
0.367432346058158 0.560013869379947 0.692878096862447 0.69929920635716 0.67963529597728
0.36742257609418 0.56157378332065 0.69269764274283 0.699581865240109 0.681465508806066
0.36815937546877 0.561481827761964 0.69213192162885 0.699380165505885 0.681133293045332
0.368668608736251 0.56191405310009 0.69241429795587 0.699639272351815 0.680769980716774
0.368945537214333 0.561783282690178 0.692374741605122 0.698751027736168 0.678552802539763
0.368257235331938 0.561400381493829 0.69265740364476 0.69818838146036 0.677264337880914
0.36839587913963 0.559794130639458 0.691730266851616 0.695535922941687 0.672033876962659
0.368475986899449 0.559733749811316 0.691690985329669 0.694978504504194 0.670246106007384
0.368027103852733 0.560183265975082 0.691754118392426 0.694431795859189 0.669324283616756
0.367866345908671 0.560774664842701 0.691701206670259 0.6937992513762 0.66821335033117
0.368997480378081 0.56254432870504 0.692580925880182 0.693037815004776 0.665998492568934
0.366853535147401 0.559891126651643 0.689599468644396 0.689332139181994 0.66212218783088
0.36704943590154 0.557755007346149 0.687791615547872 0.687569184732309 0.659143626551047
0.36593614893828 0.555509554428949 0.685909687775449 0.685388446846542 0.655367323165744
0.36325479919718 0.553904640429301 0.683810385751682 0.683607534496835 0.652264387209741
0.364268368622892 0.553375043345608 0.681776561812929 0.682468360999688 0.649701800397268
0.36438264754055 0.553325389340087 0.68122559749013 0.682337542476689 0.649360897459726
0.364378334060664 0.553296727037481 0.681180858669651 0.682313059408816 0.648873151516581
0.364131818961366 0.553354024438132 0.681046145140293 0.682293956671372 0.648576287674879
0.364949087059379 0.554115904948245 0.680995806803899 0.682596836421862 0.64866442318917
0.364846265702323 0.554262779301587 0.681155998288966 0.68265489039223 0.646829931981844
0.364749142768749 0.553846976391581 0.681195028558699 0.682795812265353 0.646444487917333
0.362924791817265 0.552841094045611 0.6810301900104 0.682562054541105 0.646100231299362
0.362219149834373 0.554917799582691 0.682789009653298 0.684079209350297 0.646920405572188
0.362110908761706 0.555157274807028 0.682138017911951 0.682682760543627 0.646371367663789
0.362085424446951 0.555119209095234 0.682018031306311 0.681877512103809 0.646382785927851
0.361811332504021 0.555140285991196 0.68199871294703 0.680547808899259 0.64586604766461
0.361892712533481 0.555113160341358 0.681840727436579 0.679576012328715 0.645421444769092
0.361364954344053 0.555132489476703 0.682140515217679 0.678326174768491 0.645273263809609
0.361265403490289 0.55531353530574 0.682234967505745 0.677005268913356 0.645062907154233
0.360819402952072 0.553908220255264 0.681952637277601 0.676568250367246 0.645175613298779
0.358648468913987 0.551420353293189 0.682079813494022 0.677109972090763 0.645414593536901
0.357500255742057 0.552808127108062 0.681558740654761 0.67701904092674 0.645368609447305
0.357677618324605 0.551999573505608 0.680478948526435 0.676262383264554 0.64501426655086
0.354159596791546 0.538025190492988 0.674464506758089 0.673358179306864 0.64432243179438
0.338593038284026 0.531171350545359 0.672682172962553 0.675512112012239 0.647803008595965
0.336386957858323 0.541118165226541 0.681170940642282 0.685506220426983 0.657557736315382
0.342286555838508 0.547490146963024 0.68617160393162 0.6892527043087 0.661574875094269
0.340356856961695 0.547360215156775 0.685600161635515 0.686071553568424 0.659132023240852
0.342447312143812 0.546522310886321 0.683367818550534 0.680701931935864 0.655514570018299
0.341152073269457 0.540947813596018 0.67490794271929 0.673915866952334 0.652264769117196
0.333470364642137 0.535706536998045 0.665727495297804 0.667258443213251 0.649016757965595
0.334428392751019 0.535726871188719 0.663845908411482 0.665869130955222 0.648506326943627
0.334168330223172 0.535482637784239 0.663399590441176 0.66555659463438 0.648338041563171
0.333622746518723 0.534222742434286 0.662471004393841 0.665011355967635 0.648214346323506
0.330453812544585 0.532568479844115 0.661063123130084 0.664606919619072 0.64815406535482
0.331460520538764 0.532649609509022 0.661269761473643 0.665166829518918 0.648318784697458
0.331449556215861 0.532626790209112 0.661203943092463 0.664472687405401 0.647362305718341
0.330807226977902 0.53242683412447 0.661168724964158 0.664430157628299 0.647162627508478
0.330851743590406 0.532251070278129 0.661037503900806 0.664064242687719 0.64696038489507
0.331734041099286 0.532369022410535 0.660602957518496 0.663255019955762 0.646816942782283
0.331825659631634 0.532318785799516 0.660125301503935 0.66289885562052 0.646553178182736
0.332530157048384 0.532418719639498 0.659798388424225 0.662602285408364 0.646331983833843
0.332675484392325 0.532326126020869 0.65913751935963 0.662201753252004 0.645594013569607
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0.320428190622447 0.537503043538424 0.673856712698823 0.669952208944782 0.64891263953923
0.321317805080372 0.538937849194977 0.675068655790917 0.671253272527081 0.650630094319933
0.320872873861622 0.538025261997915 0.675038891537205 0.670808125204145 0.650464246478176
0.319157599960014 0.538066330728276 0.674871609953642 0.670500197387911 0.650330118375334
0.31861359954623 0.540132306317153 0.675010610450478 0.670710538617665 0.650107402590622
0.321056839770943 0.541197173840714 0.67477564454371 0.670716247121682 0.650042543511836
0.321558508096794 0.542446708922813 0.675720193935215 0.672044399343093 0.651634013106586
0.322016146215016 0.543140334187768 0.676268156314661 0.672753368826152 0.652418383096564
0.321472407779459 0.543076713288167 0.676177697511189 0.672764536562544 0.652624586362325
0.322181928431317 0.54371115299607 0.676536399129254 0.673151972422276 0.652927971265018
0.322183387454882 0.543667352756131 0.676539409455053 0.673209994047179 0.653078149525911
0.322232876788784 0.543130062870447 0.676390853626824 0.673081431025119 0.652947858812212
0.322590278697705 0.543442263297457 0.676628920533171 0.673258414532484 0.653073577250296
0.322644465685085 0.543065754812487 0.67662331080608 0.672845383445617 0.652826442356484
0.322537136993319 0.542958998175104 0.676640026616478 0.672796189109729 0.653072906006863
0.321624381094929 0.54352772025845 0.6766262831095 0.672988427592047 0.653527255102531
0.32248262025267 0.544371903374369 0.67721033819612 0.673730881921787 0.654425619556619
0.321153188553802 0.54421615525849 0.677219854625089 0.67339025685364 0.654563884412487
0.321071420286218 0.544674914793071 0.677555683946455 0.673755217851785 0.654629167537127
0.322023838445641 0.545281724492982 0.677820063802271 0.674104997292015 0.654833374164737
0.320389717619026 0.546214819212217 0.677850293089922 0.6750315816744 0.655081810425488
0.322734326854302 0.548282048636583 0.679165221472772 0.676575290673425 0.656107089397865
0.322794861966959 0.548232267725841 0.679225198957179 0.676612829475173 0.655887425529293
0.32279247816389 0.547571611416447 0.678452463110308 0.676630657700047 0.655904412497075
0.322130606162603 0.547526201469352 0.677568263632154 0.676592107492288 0.655861250011147
0.322251805638457 0.548222856686308 0.677691011131316 0.677466669590241 0.65701172392737
0.322134215664671 0.543051801965738 0.677846805088053 0.677926360656345 0.657438325512744
0.320785963735559 0.538740740984921 0.678565986047739 0.678946873230369 0.658715204496576
0.306198687044105 0.540056098550223 0.679853672325767 0.679927026374859 0.65924894959549
0.327865822956475 0.560807329054771 0.694260401555827 0.693612269733081 0.671945501408851
0.3143324128877 0.555934040829501 0.690808283646732 0.688179933003398 0.668643979166066
0.318572425155226 0.562524640597977 0.696758135663602 0.691293707863129 0.673796313441943
0.323832245233358 0.562282176962938 0.696990702962742 0.690290718921067 0.674033050769315
0.321299525575585 0.561475470384168 0.696155316573383 0.688814395561865 0.673778557456211
0.320825750282567 0.562471989532988 0.697212052811271 0.688652813194449 0.674100896774015
0.318648862507824 0.561228804966229 0.69652547941468 0.688227123074055 0.673338484108389
0.319165734136603 0.560287653369841 0.698223493254675 0.689063901748666 0.673403214528905
0.319193900738135 0.559678567030102 0.697593650931179 0.689062718345986 0.673318174645314
0.319482867977208 0.558930791400765 0.695866089993604 0.688664631071787 0.673266080384731
0.319400167975018 0.559094102020708 0.696719355117977 0.689736790197076 0.673719307601651
0.315524853021225 0.553390435829838 0.694998339015167 0.689048688681314 0.673836219879974
0.308673954843131 0.556647913688062 0.699929825720224 0.694826804160561 0.679875851141842
0.312969550201273 0.562256703956226 0.704194698487379 0.698671214426979 0.683165308457302
0.312947516776252 0.561626064904365 0.70260215495806 0.696482467387049 0.682253322947547
0.315002703418396 0.561357150977953 0.702526176252034 0.696276305042147 0.68370802477138
0.312980408302707 0.557336197128131 0.699292114566525 0.692324934373395 0.682624656219325
0.307859799982867 0.552788941088737 0.696548243612336 0.689492938454676 0.682857155179927
0.308649393909574 0.55290145203153 0.696788035857448 0.689423637619212 0.684095793998081
0.308459046028187 0.552892607015995 0.696767661575017 0.689412906648104 0.683378208116964
0.308216109446726 0.552045253122897 0.696710196565272 0.68944602221603 0.682637816528403
0.307860990206732 0.551733269788931 0.696776138729503 0.689385675759024 0.68222305589391
0.306601037240608 0.551729854161721 0.697052915155792 0.689379244396463 0.681660376582243
0.308152034629766 0.552496372343039 0.697601851574149 0.689396490198456 0.681755927115669
0.30838927413994 0.551470992262457 0.69709764460314 0.688627372228928 0.682338111445078
0.305428095456876 0.549948300290373 0.696332847329226 0.688244533083521 0.682599311143314
0.309192111833127 0.553050599055539 0.698244158476921 0.691532739215587 0.685902291837266
0.309144050749027 0.552932489042871 0.696906764079947 0.690293530175786 0.685920479085119
0.309287840203396 0.552996456585683 0.695165005411739 0.688881601553524 0.685881438637148
0.309493567596127 0.553147547507906 0.694972540218977 0.686407784130113 0.685031847712398
0.309545036028366 0.55144598732273 0.694658401613611 0.684635476627237 0.685072920561043
0.309927630037995 0.548805237003281 0.694455952253408 0.68214849542274 0.684570984757505
0.301785070855812 0.547221131356232 0.694025053766698 0.6828732015986 0.686112296994208
0.303393580395514 0.554529051402744 0.692675871821897 0.687788545603422 0.691678553553868
0.307094048659349 0.55392789763449 0.683369843091012 0.686262422159672 0.692452170637446
0.307799027824906 0.527520518276865 0.669188010019659 0.682298598222359 0.69175709262751
0.297221680774476 0.501440641888369 0.660898833814202 0.681486473500644 0.691191689225687
0.252664569401148 0.487025284599967 0.659602043043587 0.68851422958953 0.696927475895084
0.26584866046326 0.517660931491338 0.683759311470277 0.710905256097881 0.716339753294346
0.265436069438544 0.512489857703052 0.67436299416708 0.697713885371048 0.704593519432955
0.253962424042785 0.500120632154776 0.653870972030424 0.673583553928659 0.680128447372974
0.25795413090613 0.495012871987787 0.63980237280801 0.659479301481586 0.666514815694101
0.247721015601154 0.466850113848933 0.611596951594269 0.636025974967295 0.645165520916248
0.239526336991585 0.447551348952616 0.58935421534274 0.621760412317905 0.633121629566239
0.227615622972662 0.440891748712162 0.583085057227875 0.619403609215157 0.630608449992531
0.236020273231772 0.446132643697635 0.586563656722634 0.622547191582132 0.630422882250991
0.236400504125061 0.446864628285917 0.587377384090106 0.622842944004034 0.630650820753237
0.236867030566963 0.446724544729795 0.587609434823832 0.622558751007461 0.629107997413202
0.236864744356426 0.446754358114959 0.58749520522086 0.622094421828695 0.628476491086617
0.236497627899282 0.446951297084092 0.587379870068014 0.621823197328535 0.627887031891857
0.235714511052502 0.445635312664747 0.585303347140464 0.62035316623072 0.626335500220436
0.235699667554309 0.44550990636099 0.585004565999671 0.620240840489223 0.625878661537
0.234955941654134 0.444703015565741 0.584031809379385 0.619964895804587 0.62544141136512
0.235139001483103 0.444782990417393 0.584255142346345 0.620426702461633 0.625628757583229
0.235109806469843 0.444396836812056 0.584114906877615 0.620381278643725 0.625255205088138
0.235014228396972 0.444314686553111 0.58405012938977 0.619859564909425 0.624233791760992
0.235063691805511 0.444415415852847 0.583945139730643 0.619231159869386 0.624034791135236
0.234796422148152 0.444016180098004 0.582861787651911 0.617650450742452 0.623147534244514
0.234660827766766 0.443178490251082 0.581336587413665 0.615889064324904 0.622475425255322
0.234465696393496 0.442280892055734 0.579842526640931 0.614300664093157 0.621733997159757
0.23342905633075 0.440963264253736 0.577994236631177 0.612918026687123 0.621173823971915
0.23353108732588 0.440247165906448 0.576386482969014 0.612257564190555 0.620957003789637
0.23268985056672 0.439480348358931 0.575026269244811 0.611783320143817 0.620512609658288
0.232851338252052 0.439266213070216 0.575008267696479 0.611835355036877 0.619922574413191
0.232781865759636 0.438825500748051 0.574936851102677 0.611769753763214 0.619358988742603
0.232136622486559 0.438432864199106 0.57495722587014 0.611729264436413 0.618782470063132
0.232178126811528 0.438836053086753 0.57521458544423 0.611703135699412 0.618182089466414
0.232365705793602 0.43908668497885 0.575271381807111 0.611482489090131 0.617252019870002
0.231783688540778 0.438680638190701 0.574552634633022 0.610297312339213 0.615375908496657
0.23274903782278 0.439725522239335 0.574728841939459 0.610038818007953 0.614597126287099
0.232838292066903 0.439493907058254 0.57416323109834 0.608804983130383 0.612819404266618
0.23278744816046 0.43921622341805 0.573730661555239 0.608195751252088 0.611933976366437
0.2328029132068 0.438881165889017 0.573502538376857 0.607823045439418 0.610906608208039
0.232911555348505 0.438931044005683 0.573629351460338 0.607975959893365 0.610755782822086
0.232989779519701 0.438898801591794 0.573590509236375 0.607799930073274 0.610159962356638
0.233568458704738 0.439505623761875 0.573691414815844 0.608014780836602 0.610064918114492
0.233589931540575 0.439565060743644 0.573497573428508 0.607909409111712 0.609633096560728
0.233518167020677 0.439642366188537 0.573557734887653 0.607982547227884 0.60974838367436
0.233788929449765 0.439945597079197 0.573576766947671 0.60796826028975 0.609279353292161
0.233112931614388 0.439149146523831 0.573575678087294 0.607686775260853 0.608837359097752
0.233274107389535 0.440125155198392 0.574392648970146 0.608361538063533 0.609476854529345
0.233215982537345 0.440550903048263 0.574841679234629 0.608731820720098 0.609840164977074
0.232629690601854 0.439626584110724 0.574861058489046 0.608842647721575 0.610153723037599
0.231663076575329 0.441549776394676 0.57621376300722 0.610787050086028 0.611788713197119
0.232647828503422 0.443806898782015 0.577818772362654 0.612191092099631 0.612817103457992
0.233751483636417 0.444247773796888 0.578081732491381 0.612244142927878 0.612418272605345
0.234470906567642 0.446309808600119 0.578893865607627 0.613325970902816 0.613321666206361
0.234734778030198 0.446630961245146 0.578931062156289 0.613486390617239 0.613308368493984
0.235178118572282 0.446096384760348 0.57867079979327 0.61338039816267 0.612857396379377


Figure7 third row right panel rolling r2 for PCRn10

R2.PCRn10.h1 R2.PCRn10.h3 R2.PCRn10.h6 R2.PCRn10.h12 R2.PCRn10.h24
0.451155790266849 0.640896400576693 0.745192741756462 0.782662523532558 0.816674648572796
0.451466170133767 0.639521317210673 0.738384833033469 0.777858191246811 0.808961873177064
0.451601350111442 0.614508441818313 0.725904538955247 0.770010245095974 0.79663322277489
0.426524219882657 0.585862663658528 0.712031262286356 0.760233895865273 0.78191182720721
0.400045570988066 0.579093402712988 0.717432383307959 0.766385782304915 0.782640011501573
0.411641772724481 0.598558949815667 0.734891849175302 0.780317944112082 0.790189216329389
0.414297556995173 0.600572930878201 0.73627962071509 0.781472296729674 0.790491592970011
0.415584942562104 0.601191930038693 0.736458107209096 0.781368491934601 0.790063233815476
0.419641337116338 0.593615311234182 0.73133427809765 0.782022990416009 0.790721827319975
0.410783347215588 0.588131588330887 0.727075457239554 0.781325526914627 0.790768819857585
0.398228112989908 0.586216083122023 0.728513091366594 0.782822234135812 0.791762929212137
0.401078768213728 0.589242718755436 0.730533547697884 0.781129815506753 0.790469075602968
0.400827449884127 0.584923028707718 0.726183819776965 0.773592874913487 0.785954162626272
0.401123816048477 0.581339990287395 0.722698142654215 0.769623949380264 0.784873686481381
0.38909018532075 0.575158608193219 0.718047797286258 0.76436938046619 0.783417591359068
0.390300339532112 0.576919157025352 0.717777351261979 0.763555228454493 0.784053328805692
0.390885822831879 0.577118821716222 0.717445459101581 0.763317313606151 0.784075438140411
0.391469468811863 0.577468741654224 0.717602560108034 0.763576326321613 0.78391980016863
0.391359326384314 0.576780401100209 0.717406530737186 0.762963495574748 0.782750078172478
0.391143773717084 0.576164474190678 0.717644944785306 0.76244005801368 0.780965260811442
0.391130053027489 0.575310411908749 0.717149295917946 0.760560120761786 0.777242205027298
0.391336308675009 0.575263484400837 0.717086131296744 0.759863449467059 0.775827793994736
0.390844826838531 0.575771336296152 0.717143721179644 0.759383672608803 0.774834761856813
0.389489788018669 0.57649952385734 0.716951483510038 0.758355259414611 0.773155966584081
0.390708099333036 0.578093238232122 0.71772547476638 0.757766988824051 0.772381837850039
0.389890097510451 0.576865803073036 0.715092630996136 0.753905780765442 0.76618472178397
0.389980810768671 0.573639521923306 0.71244987053853 0.751528875281551 0.762472798691149
0.389186233945715 0.570961058316235 0.710191986574785 0.74917828040705 0.758275558653133
0.38710742045909 0.568893107388814 0.707869547199006 0.747419018677897 0.7543737561826
0.388346225173716 0.568539814012049 0.705817286774959 0.745921122735788 0.7506378755213
0.388791659107778 0.568800807040634 0.705617902852978 0.746138903555209 0.749769801768128
0.38866959541564 0.568860953176502 0.705619354504957 0.745877158511634 0.748667169398669
0.388777454403977 0.569135465644892 0.705758404603058 0.745902255391576 0.748196867456078
0.389607026061596 0.570055901529425 0.705561473643694 0.74613628371791 0.747500204376829
0.389668508704508 0.569974835654496 0.705775452541548 0.746251422706729 0.745947201049526
0.389732068801071 0.568961970588849 0.705810180189774 0.746437612756943 0.745116797080252
0.388395626805453 0.568378755153843 0.705945423773113 0.746740442870468 0.744389529714116
0.387921128596678 0.570213398560512 0.707277471416448 0.747747199635978 0.744277294236191
0.3886848403728 0.570581767203453 0.706766053692008 0.746006965405804 0.741653560695715
0.388694925007967 0.570482560376803 0.706776489342254 0.74337849823822 0.739419709463288
0.388237832054468 0.570613162316286 0.70692592074499 0.74206856087845 0.738547033107835
0.388307528609156 0.570601051663603 0.706928709960677 0.740087727346672 0.737173569763482
0.387687886914273 0.570518882595625 0.707294286530839 0.736955740322582 0.73551726063495
0.387578307323228 0.570384730210735 0.707393481168333 0.735798420159559 0.7352799985625
0.386445435823386 0.568515100689465 0.707095682908447 0.735243919384373 0.735067729308375
0.384834487986094 0.566531425490323 0.705855579958142 0.733997723900665 0.734284580553669
0.384520739198187 0.567826756854716 0.703919829024892 0.732574218434801 0.733922627883939
0.384547447748528 0.565713193641111 0.701429786359548 0.730453764785802 0.73327165473134
0.380830591597396 0.553760981490059 0.695919158275971 0.728288517425533 0.732082226731081
0.36479988243045 0.546485414456927 0.693222039209496 0.729489071358629 0.734000015797188
0.362075460839786 0.556140208555568 0.701355974024405 0.738624214036685 0.741724319685654
0.367323794875501 0.561886868548713 0.706182951930097 0.742128002656361 0.745197785784083
0.366037893657937 0.561805261670894 0.70606983424476 0.74064059696248 0.744463640407939
0.367935870638594 0.561251966297752 0.70494462279348 0.737603844210878 0.742824053905165
0.36563048332606 0.554664544757211 0.696141237169317 0.730603424447079 0.73945457136028
0.359493448830283 0.550388097735203 0.688320027817768 0.725302278823723 0.736833193270283
0.360267744073335 0.550239979778422 0.68627749545743 0.723428963573937 0.735923762723475
0.360312527603833 0.550164535831748 0.68598397780899 0.723480357113793 0.736147196049459
0.360697246183705 0.549555669089073 0.68574925169467 0.723508854922872 0.736377308566742
0.356843911002595 0.548139341058217 0.683884021609525 0.721915337091188 0.734495936334445
0.357223494264037 0.548513373891307 0.684389897134153 0.722084813398049 0.734256602221129
0.35698170769898 0.548408356090394 0.684292773894758 0.721355229682084 0.733565100354246
0.356724251158554 0.548322151382326 0.68424362969701 0.720668224070823 0.73298318712719
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0.363421334063664 0.555639745239331 0.692056735536946 0.718601666449539 0.735399093335684
0.363438118096727 0.554457940093486 0.691946214583098 0.71845873926996 0.735177702635828
0.362766795839063 0.553874585973098 0.69158102955528 0.71820231616997 0.735045453342019
0.3616816701387 0.554365864995671 0.691419244914751 0.71811220184109 0.734615532845849
0.363513163860381 0.555626701694544 0.692762904505217 0.719109823448529 0.735217332920469
0.357917146925071 0.551967985884904 0.692038718482414 0.718536679216727 0.735111744534561
0.358956808364142 0.555874775732781 0.695700109999904 0.722174373355892 0.738186154648538
0.360389657572912 0.558189870895426 0.697260141069293 0.723972980603069 0.739492842806878
0.361125371475939 0.558255645977337 0.697409395148344 0.724127575838969 0.739584093640794
0.359344268419597 0.558418106595469 0.697414023481497 0.723972560156269 0.739523567767753
0.358981552235964 0.560244816782935 0.697925168620202 0.724445695199439 0.739684120678032
0.36032076304227 0.561271072277461 0.697912359936089 0.724385913960725 0.739071262984526
0.360826258091241 0.562777146369228 0.699120231346344 0.725905905879131 0.740608018808506
0.361473682230587 0.56363821392634 0.699708574567997 0.726444836042347 0.740816329463338
0.361526974965587 0.563551589701326 0.69962656273243 0.726035402537802 0.739982829029672
0.361514137471171 0.563767529766053 0.699646725782228 0.725501740966538 0.739385817690592
0.361557790801711 0.563733838568197 0.699633963186858 0.725489240693843 0.739192244927917
0.361628898115694 0.563160949423554 0.699565607988865 0.725467864052536 0.739122913827225
0.362111387524952 0.56346883257529 0.699806219011821 0.725524637849314 0.739016764325176
0.36201338144911 0.562514690491992 0.699522239116328 0.724424058508391 0.737703272342528
0.36204316293326 0.56212199402038 0.699179349532427 0.723049930582503 0.736449945198423
0.361354279578985 0.562651684940935 0.699134856102747 0.72304143328786 0.736342301362845
0.362371517599331 0.563606369402178 0.699755518549759 0.723759393355883 0.736911320090681
0.360989516086955 0.563523199481733 0.69964372524057 0.72349130099033 0.736007169640448
0.360932465909803 0.562880476619583 0.699296663655482 0.723355015806813 0.734360972489785
0.361785890567383 0.563063301487339 0.698892068349488 0.72292886760364 0.733050971228409
0.360396354731271 0.563828706232104 0.698541478637575 0.723489004081968 0.732474843590871
0.363484396367038 0.566079040115871 0.699836814059303 0.724900826089539 0.73316694081307
0.363496796405182 0.565858309580982 0.699755284702233 0.724637598171389 0.73237304743347
0.363184887417505 0.56463085094411 0.699479498744287 0.724301738409123 0.731711074351913
0.363246729242258 0.564702475939869 0.698701792143161 0.724286881636587 0.731420015444375
0.363520927894642 0.56536716046763 0.699006566436041 0.725008008195777 0.732129151135687
0.364828647655225 0.561959097558402 0.699665075119925 0.725793716953186 0.732708488744752
0.36409907688721 0.558761312605299 0.700309167060744 0.726392149549565 0.732893942368624
0.351827323214002 0.559780354562697 0.701011558863425 0.726875656762082 0.732750649174242
0.367894506208154 0.576933113692963 0.712023354994834 0.734863507967272 0.739533728971308
0.35871905830134 0.572114088712552 0.70863280727202 0.73001532069995 0.736741476095308
0.363099309290328 0.578485241317893 0.714081951733086 0.732366503258465 0.740604483011973
0.368719310852247 0.577520317443562 0.713652831325864 0.73028621568999 0.740384786629845
0.365147163970807 0.576386515645624 0.712203440210357 0.727379406548736 0.739128321849817
0.365260663709678 0.577264820789961 0.713162319863102 0.726751026597641 0.739027694464344
0.3647957340579 0.576315929249472 0.712681530968498 0.726529073471194 0.73858329709165
0.365582451053535 0.575904433171092 0.714220139351363 0.727448882781418 0.739017285152577
0.365608829412265 0.575359779090124 0.713245043636975 0.727360787750498 0.739022337380206
0.365117586239787 0.574892087740492 0.711852468316392 0.727138565446885 0.738971417296856
0.36497798161814 0.574266561170174 0.712174123410522 0.727770464564845 0.739489991585856
0.358510832883438 0.568109950044819 0.710279078536002 0.726809009433916 0.739434577903167
0.354444854580258 0.571499005792324 0.714970996489625 0.731724297714697 0.743770941386944
0.358044810835626 0.576976375446193 0.719007837696942 0.734706606840995 0.745539100707169
0.359619193962204 0.576653844077051 0.717780972894941 0.733097774164267 0.744919883487793
0.361402821160982 0.576365059666123 0.717628810827435 0.732513857654545 0.746018146189205
0.358071207753545 0.572093943198158 0.71436557153009 0.72866830069162 0.745010281523671
0.355953895428976 0.568754461949518 0.712072900502642 0.726067738617279 0.745401105856926
0.356532410318306 0.568811264863991 0.712199637363166 0.72564975747575 0.746542517535485
0.356613309920994 0.568684557462013 0.71213196434523 0.725681111037663 0.746156387863303
0.356590547632418 0.568008116590245 0.712145849322183 0.725768850002443 0.745577378901774
0.356398106599016 0.567783929233228 0.712163826515041 0.725489374676997 0.745336035444704
0.354219476085469 0.567590961092217 0.712297848068567 0.72514701799795 0.744422028516941
0.353413561389137 0.567039865633946 0.712134525506141 0.72380987619743 0.744629881923199
0.353406723599638 0.566227582692144 0.711688916987202 0.723118975781886 0.745574287787445
0.350076700388474 0.564742757992987 0.711004517381165 0.72291198695704 0.745986738182804
0.354051278640652 0.567857429540167 0.712751349942751 0.72624417857213 0.749181638072991
0.352567839055047 0.567180323337958 0.710426934027633 0.725992936842061 0.749054843286276
0.352555674712765 0.567195166328324 0.707896548302172 0.725384713381499 0.749270722178611
0.352604453467513 0.567121304150388 0.70724512759195 0.724214452475872 0.749496638860136
0.352691549132781 0.564816670426882 0.706659369352569 0.723266183879482 0.750006298407954
0.352649332291687 0.56194858405915 0.706526975944907 0.721161660153094 0.749855278273239
0.347217385352076 0.560754924440499 0.705847646037607 0.721436391436524 0.75111638536175
0.348991420834417 0.567906960172844 0.704973039845629 0.725955157437955 0.755434245457414
0.35321213221455 0.568118401201688 0.697409007715716 0.725240803987712 0.756062957690985
0.35382104734644 0.544969972665693 0.686117910206945 0.722193753004667 0.754760992673369
0.342897692338666 0.519665911497904 0.677573135414827 0.720500641660671 0.754115758663006
0.335255096964034 0.514343101960868 0.678559385192192 0.722396682686504 0.755031315559925
0.348266280236501 0.541089965751113 0.699124726119244 0.737003315674731 0.765227493114539
0.352826086177393 0.538292919536053 0.690369542262819 0.723794501776244 0.752190185783658
0.349398112836066 0.53111599768039 0.674117029403888 0.704493892258838 0.732652901134877
0.350961963900039 0.524730255029027 0.658205439795248 0.687102501110893 0.715115112454596
0.333801729286518 0.49070747267229 0.624515626350864 0.657970123271967 0.688671436377943
0.332340912527601 0.47922249940686 0.606980658594332 0.645159117346533 0.674876269190266
0.326865108622018 0.475515319646402 0.602480996511009 0.642915226130518 0.671719941502821
0.325448606423769 0.478462309214507 0.605502483597544 0.646633877971664 0.675128120523369
0.323698663563023 0.478971293408338 0.605765715771681 0.646647001249769 0.674780497064623
0.321541071199241 0.478487176409208 0.605442501871411 0.646724290947155 0.675259789473654
0.321338079686905 0.478520314846375 0.605424176980796 0.646703145635756 0.674951739045547
0.321735016640721 0.478347567781816 0.605007316275819 0.647539684403841 0.676609831385348
0.320669168933212 0.476833479286432 0.60306748325629 0.647133138353667 0.676626016382601
0.320629305780916 0.476314996213426 0.602761998742805 0.647272362875139 0.676675204485506
0.318846223150027 0.475006138151163 0.601893766261992 0.647184631383048 0.676580052783026
0.317278836664258 0.474929061620821 0.601804278927219 0.646567771887232 0.675918751146674
0.316751452326318 0.47427583573471 0.601859160169739 0.647123102757052 0.676332317929979
0.316915626565378 0.474406663966159 0.601765282728732 0.645912050312934 0.675215253838798
0.31625090268023 0.473580923136385 0.600310766209314 0.643234881856327 0.673891250446739
0.314948316117255 0.472610263365329 0.598337706458696 0.640453030108284 0.671767342206529
0.314511572992438 0.471334201374885 0.596244596615215 0.637627809944766 0.669910165255226
0.314261144821516 0.470271340626399 0.594542258142256 0.635695659476818 0.66871792782202
0.313050094808129 0.468880716746015 0.592472774209946 0.633940056979214 0.667524287963051
0.313185345554234 0.468372528882428 0.59105255230381 0.63337609361804 0.667335053355095
0.31148600761163 0.467259874548715 0.589478445638946 0.632595144189659 0.666804597274189
0.311505493330017 0.467301082506966 0.589555855806564 0.632904202082904 0.66696068924076
0.311546616433234 0.467014404924356 0.589443996915777 0.632919193205956 0.667260262780468
0.310628596285959 0.466652815941542 0.589454915658375 0.633045165750183 0.667269967597285
0.310632701150585 0.467011216046413 0.589706196298471 0.633370922903359 0.667657503056101
0.310543696824201 0.466961586271143 0.589609994888879 0.633074397392069 0.667218277822748
0.310062530936947 0.466560803083161 0.589137253283197 0.632545915501199 0.666770798805313
0.310571425845087 0.467395229023488 0.589463301635703 0.632439676564132 0.666513280056847
0.309879977070039 0.4668920908436 0.588828056957321 0.631526465098723 0.665568210584877
0.309631743389032 0.467229820403736 0.588953934635366 0.631691613557853 0.665718457345096
0.30891488928653 0.466453907556482 0.588687580987313 0.631550493728193 0.665764515477343
0.308964649093833 0.466425117976602 0.588798790908785 0.631528744457414 0.665680999246337
0.308564579720209 0.466422863241321 0.588798554739726 0.631537668845774 0.665732918540174
0.308745767663342 0.466817586580228 0.588904952550762 0.63165096879761 0.665806935645124
0.308829419642408 0.466884840163513 0.588770572523425 0.63180972104661 0.666002627114515
0.308776594552472 0.466826828114719 0.588804636805312 0.631810101804073 0.666113840332557
0.308838171238875 0.4668700333308 0.588895499290114 0.631952936370238 0.666256457984972
0.308583787917391 0.466342818170943 0.588806899806065 0.631917631445715 0.666229002258357
0.308712196566763 0.46710196871696 0.589426503959289 0.632397937790905 0.666557834308641
0.308848618236944 0.466966753929383 0.589694501572734 0.632523254439792 0.666409511844194
0.309183839016962 0.466431824021982 0.589766254228227 0.632513060783167 0.666234996881005
0.308710773678994 0.4682395081897 0.591112116558217 0.634339015635606 0.667675980006767
0.309562486568928 0.470336471105846 0.59266578892655 0.635784388857708 0.668848633855122
0.310962978713409 0.47080750992561 0.593053173034011 0.635968366203928 0.66892405144735
0.311263137735193 0.472280587176132 0.593842407445163 0.636758999309934 0.669489432373328
0.311342046414679 0.47257559097209 0.593811972634297 0.636737191730919 0.669237390756787
0.313280130892289 0.471216824198711 0.593066605077386 0.636292857594062 0.668702309455788


Figure7 bottom left panel rolling r2 for PLSRn10

R2.PLSRn10.h1 R2.PLSRn10.h3 R2.PLSRn10.h6 R2.PLSRn10.h12 R2.PLSRn10.h24
0.664225690043366 0.758707564291023 0.83723295956339 0.849984057885712 0.880289143334859
0.667234987149071 0.758839940177171 0.835388082238264 0.848766123593323 0.877246486691597
0.664537358242162 0.738728657080489 0.828698512552072 0.848342580526504 0.877173479347747
0.647668967205206 0.727187361775539 0.826152489983069 0.84608704861916 0.874922806402925
0.637187502075615 0.725927956890879 0.829652032687532 0.849852611377003 0.876874081312078
0.643855332450672 0.736831197526591 0.837336602235548 0.85662269218572 0.878968135371087
0.645001843463371 0.737637999008956 0.835426630854086 0.855727547692168 0.877782854800946
0.641746557408939 0.737291684235606 0.835340588808909 0.855808661631976 0.877587743497573
0.642648140978534 0.733772938630873 0.832260116972957 0.85536321734259 0.876158144851626
0.64381485998289 0.730261133820589 0.82792101171191 0.854347860896988 0.874441969969918
0.643589010556154 0.730207981721142 0.828312599524736 0.85490286305713 0.874388190882024
0.645363260825559 0.731749574276941 0.830431564917023 0.854634345578064 0.874711776446445
0.645076875164794 0.730936519513668 0.829818486862494 0.853199455102704 0.873588159848497
0.638469290370564 0.731723252787842 0.829754542422463 0.851955905260888 0.870828570217498
0.628924865627667 0.731459709146443 0.828273490654164 0.850860990031594 0.870532458719071
0.630331201173343 0.733102057333552 0.827899329452405 0.850618295225675 0.871280191791645
0.631663391252823 0.733395502576837 0.828319316220038 0.85103961238918 0.871200992504369
0.631456383394705 0.732206912396196 0.826326401509134 0.849345298273893 0.870579146228753
0.631723800492413 0.732155164121925 0.825351447528468 0.849459237219012 0.870948507354878
0.630930944935082 0.731344053322918 0.824154124859229 0.848967465813145 0.870204232651511
0.62514745464387 0.729355614309259 0.822112944019165 0.848680177592443 0.868065852168214
0.625067202285989 0.728549108152777 0.822093041721096 0.848515057002274 0.866914893957301
0.623850518073748 0.726546155153008 0.82143148080322 0.848683614314364 0.866837209237164
0.619504289159525 0.726471319740762 0.821483089552334 0.848327367500739 0.866025555130234
0.619735347998989 0.727503999113138 0.822009742209183 0.847037535467163 0.863437470942925
0.619574558584822 0.727356850739812 0.821747778622271 0.845343024190378 0.862550641080721
0.619027164092178 0.725274376305243 0.819227825149945 0.841539291930981 0.860158901709251
0.619531984435377 0.725176072825951 0.818922282597285 0.841136411534286 0.860478730330654
0.620090307413477 0.725661114429467 0.81823170669037 0.840656912208966 0.868483394961276
0.620966754079263 0.725991754788769 0.81789783495136 0.842233583264221 0.868718269843637
0.62108654740039 0.725803967065186 0.817885984464884 0.841443778172859 0.867663140178018
0.620710975807505 0.725464509714881 0.817818836759896 0.839907390105748 0.866654709140947
0.616566713917975 0.724884405827969 0.817506455133558 0.839645408808015 0.865904946873937
0.614184923990787 0.723035120153663 0.814756204431832 0.838415843776949 0.865436541743581
0.613512382369778 0.722233538281538 0.815036855185706 0.838379059427355 0.865232987286344
0.612785455642532 0.719616510137544 0.814503774963394 0.838280025309344 0.86469627556348
0.610423658148936 0.716926456474142 0.813299040258435 0.837011715059256 0.864086945873417
0.607309351900276 0.718229274385128 0.814921384391852 0.838755843349922 0.862071403532186
0.609010320887175 0.719385853925992 0.815367759985489 0.838739287360595 0.867011074476453
0.607919779214328 0.716067920832621 0.813124089572851 0.839168420172775 0.867011788296902
0.605182013668946 0.715980424112205 0.812503923410881 0.839297021479001 0.867250869943938
0.604549907777385 0.716033101602916 0.812414846623569 0.838435312746914 0.866239702959396
0.604340428037392 0.715909213202651 0.811785211767159 0.838960319177679 0.865104755538105
0.604562631447533 0.715365295281446 0.81120159138855 0.839773162937174 0.864443972105543
0.600465760605763 0.710974270429097 0.811329630181813 0.840972469324814 0.863858486567406
0.594101959593421 0.703497371271915 0.812673109067916 0.839089735700839 0.864177170805885
0.593751613131486 0.704566213678785 0.813758275416282 0.840349123708949 0.864642153987672
0.594119780597643 0.707586951383788 0.814451794402391 0.840786925049309 0.863891922417214
0.59832214717026 0.70422821928887 0.814687709326171 0.842419824258864 0.864044126244803
0.592473878697817 0.703630787006654 0.815203721911494 0.847341622691409 0.865826531804936
0.59276113821306 0.709310993227393 0.819520269233529 0.849384308380579 0.868684096888258
0.595636950367207 0.713523956773569 0.821742881762999 0.849070862256544 0.869888481632368
0.59238067937574 0.712555065978028 0.820790549680592 0.848012593428391 0.863847766363336
0.593661048802871 0.712737888418427 0.820626715603614 0.846193896553327 0.863616197608411
0.59549199248922 0.713728301576191 0.820725839258026 0.847313038347663 0.864585931019879
0.594493166272446 0.712474996360857 0.8131539183768 0.842129089758534 0.86158721554763
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Figure7 bottom right panel rolling r2 for PC20SIRdr2OLS

R2.PC20SIRdr2OLS.h1 R2.PC20SIRdr2OLS.h3 R2.PC20SIRdr2OLS.h6 R2.PC20SIRdr2OLS.h12 R2.PC20SIRdr2OLS.h24
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