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> ### > attach(NULL, name = "CheckExEnv") > assign(".CheckExEnv", as.environment(2), pos = length(search())) # base > ## add some hooks to label plot pages for base and grid graphics > setHook("plot.new", ".newplot.hook") > setHook("persp", ".newplot.hook") > setHook("grid.newpage", ".gridplot.hook") > > assign("cleanEx", + function(env = .GlobalEnv) { + rm(list = ls(envir = env, all.names = TRUE), envir = env) + RNGkind("default", "default") + set.seed(1) + options(warn = 1) + delayedAssign("T", stop("T used instead of TRUE"), + assign.env = .CheckExEnv) + delayedAssign("F", stop("F used instead of FALSE"), + assign.env = .CheckExEnv) + sch <- search() + newitems <- sch[! sch %in% .oldSearch] + for(item in rev(newitems)) + eval(substitute(detach(item), list(item=item))) + missitems <- .oldSearch[! .oldSearch %in% sch] + if(length(missitems)) + warning("items ", paste(missitems, collapse=", "), + " have been removed from the search path") + }, + env = .CheckExEnv) > assign("..nameEx", "__{must remake R-ex/*.R}__", env = .CheckExEnv) # for now > assign("ptime", proc.time(), env = .CheckExEnv) > grDevices::postscript("plsgenomics-Examples.ps") > assign("par.postscript", graphics::par(no.readonly = TRUE), env = .CheckExEnv) > options(contrasts = c(unordered = "contr.treatment", ordered = "contr.poly")) > options(warn = 1) > library('plsgenomics') Loading required package: MASS > > assign(".oldSearch", search(), env = .CheckExEnv) > assign(".oldNS", loadedNamespaces(), env = .CheckExEnv) > cleanEx(); ..nameEx <- "Ecoli" > > ### * Ecoli > > flush(stderr()); flush(stdout()) > > ### Name: Ecoli > ### Title: Ecoli gene expression and connectivity data from Kao et al. > ### (2003) > ### Aliases: Ecoli > ### Keywords: datasets > > ### ** Examples > > # load plsgenomics library > library(plsgenomics) > > # load data set > data(Ecoli) > > # how many genes and how many transcription factors ? > dim(Ecoli$CONNECdata) [1] 100 16 > > > > > cleanEx(); ..nameEx <- "TFA.estimate" > > ### * TFA.estimate > > flush(stderr()); flush(stdout()) > > ### Name: TFA.estimate > ### Title: Prediction of Transcription Factor Activities using PLS > ### Aliases: TFA.estimate > ### Keywords: regression > > ### ** Examples > > # load plsgenomics library > library(plsgenomics) > > # load Ecoli data > data(Ecoli) > > # estimate TFAs based on 3 latent components > TFA.estimate(Ecoli$CONNECdata,Ecoli$GEdata,ncomp=3,nruncv=0) $TFA [,1] [,2] [,3] [,4] [,5] [1,] 0.02434958 0.041795272 0.136361157 0.1072233763 0.1610652440 [2,] 0.19251929 0.198787129 0.219969855 0.2059939736 0.2273220464 [3,] 0.07200613 0.105365479 0.157810952 0.1759427150 0.1717801640 [4,] 0.01179525 0.008280199 0.001881092 -0.0006789947 0.0003728494 [5,] -0.24080522 -0.272100460 -0.410334845 -0.3646845507 -0.4483997176 [6,] -0.21318291 -0.261764469 -0.271650363 -0.3305989766 -0.2757036343 [7,] 0.08872237 0.045351602 0.014239204 -0.0420317016 0.0075601161 [8,] -0.26436987 -0.324059825 -0.454346310 -0.4572662444 -0.4901974533 [9,] 0.08984282 0.113169248 0.184557445 0.1744862464 0.2037802775 [10,] 0.08318085 0.082675829 0.077300171 0.0746631641 0.0767255085 [11,] 0.08770390 0.093133012 0.149769865 0.1199241848 0.1653540408 [12,] 0.33941024 0.371798805 0.496846988 0.4547714665 0.5324294059 [13,] -0.17645709 -0.170414133 -0.172314811 -0.1509751034 -0.1746346272 [14,] 0.15760739 0.174703811 0.254948622 0.2256719641 0.2772353906 [15,] 0.15701764 0.163582687 0.189265382 0.1752503558 0.1974376725 [16,] 0.12864169 0.123819551 0.119462359 0.1066118528 0.1196595336 [,6] [,7] [,8] [,9] [,10] [1,] 0.113252850 0.08468358 0.132820188 0.10196571 0.080942425 [2,] 0.171838479 0.19299568 0.201118209 0.21855652 0.186161749 [3,] 0.182469008 0.22689070 0.219097050 0.29855320 0.205047959 [4,] -0.005197649 -0.00692053 -0.006695879 -0.01256570 -0.005145593 [5,] -0.336543070 -0.33222395 -0.394970394 -0.38900253 -0.317678825 [6,] -0.318706374 -0.44601206 -0.383361268 -0.57851359 -0.404481051 [7,] -0.086565356 -0.15036477 -0.110588888 -0.23845801 -0.121939004 [8,] -0.442147429 -0.51048735 -0.525496942 -0.63996256 -0.472402841 [9,] 0.171236429 0.18102804 0.202774838 0.22466271 0.168696452 [10,] 0.057908227 0.07068372 0.067595877 0.07810829 0.068638274 [11,] 0.105957121 0.08624384 0.122749458 0.09075395 0.086292831 [12,] 0.407823046 0.42755325 0.478852726 0.49914442 0.408514412 [13,] -0.112333616 -0.11829348 -0.129393404 -0.11828695 -0.119294754 [14,] 0.205147044 0.20234958 0.240420254 0.23425447 0.194344964 [15,] 0.148296270 0.16253494 0.173572727 0.18449772 0.156752980 [16,] 0.078182986 0.08588548 0.090117836 0.08650665 0.086308554 [,11] [,12] [,13] [,14] [,15] [1,] 0.044930985 -0.069981819 -0.07856531 -0.01731506 -0.201140885 [2,] 0.267105874 0.176510084 0.16720779 0.15507530 0.158251008 [3,] 0.270707724 0.277872568 0.28308221 0.39213298 0.197933103 [4,] -0.002619423 -0.009454412 -0.01074379 -0.02582242 0.001385287 [5,] -0.370754712 -0.144364296 -0.12543634 -0.19822498 0.036653118 [6,] -0.612019782 -0.702213888 -0.71660406 -0.85373676 -0.680503113 [7,] -0.161918492 -0.312027539 -0.33380807 -0.50814361 -0.245046567 [8,] -0.615089229 -0.506847443 -0.50343551 -0.67459542 -0.324631091 [9,] 0.198825287 0.124076892 0.11973022 0.18963679 0.025005863 [10,] 0.109462431 0.084370705 0.08121216 0.06394058 0.097123664 [11,] 0.084552030 -0.033231999 -0.04443667 -0.03939433 -0.104673279 [12,] 0.520785946 0.283952641 0.26339580 0.32166280 0.126245674 [13,] -0.180606040 -0.083061942 -0.07133869 -0.01703129 -0.094894757 [14,] 0.230372548 0.087628354 0.07524466 0.11034106 -0.015789846 [15,] 0.218362032 0.134728223 0.12642601 0.12201927 0.108081299 [16,] 0.135468551 0.073302217 0.06555255 0.02429919 0.089691201 [,16] [,17] [,18] [,19] [,20] [1,] -0.189758147 -0.201882087 -0.261288029 -0.244700131 -0.273214540 [2,] 0.219345924 0.165075108 0.186289670 0.200387075 0.178814000 [3,] 0.281913785 0.145463760 0.217208236 0.234571000 0.187132860 [4,] -0.001655647 0.007857518 0.004111406 0.003198444 0.006969583 [5,] -0.052500165 0.037643908 0.073499063 0.037175794 0.099269795 [6,] -0.861698100 -0.584043480 -0.797162015 -0.820035168 -0.748303103 [7,] -0.319021288 -0.149343315 -0.270926049 -0.279339466 -0.232306901 [8,] -0.497254036 -0.254832284 -0.349564136 -0.392243513 -0.295871311 [9,] 0.079905451 0.005237761 0.011450916 0.029922164 -0.008244470 [10,] 0.121441822 0.101697307 0.118306066 0.121931989 0.117367478 [11,] -0.090342523 -0.088338356 -0.134737402 -0.122017756 -0.138072061 [12,] 0.251526809 0.123876471 0.124290613 0.164441444 0.095420615 [13,] -0.127913278 -0.121817818 -0.117850826 -0.126104487 -0.121334903 [14,] 0.038190073 -0.012637187 -0.035462438 -0.013665372 -0.049640470 [15,] 0.158062134 0.113666781 0.125000788 0.137837868 0.117966508 [16,] 0.115148604 0.107943638 0.111486003 0.116711567 0.114115021 [,21] [,22] [,23] [1,] -0.265486743 -0.271766626 -0.271152605 [2,] 0.227837113 0.159615082 0.216919392 [3,] 0.220836748 0.165359055 0.169668140 [4,] 0.008248793 0.007266135 0.012850697 [5,] 0.034050827 0.120870694 0.059203359 [6,] -0.830476510 -0.694814832 -0.732516427 [7,] -0.235161985 -0.214990522 -0.162079707 [8,] -0.385746004 -0.250272873 -0.301809883 [9,] 0.021555570 -0.021253038 -0.004561357 [10,] 0.137937289 0.108875910 0.135035638 [11,] -0.118746026 -0.140571006 -0.114255849 [12,] 0.186776262 0.061365159 0.152760689 [13,] -0.160485605 -0.109181967 -0.168191205 [14,] -0.008101496 -0.063109856 -0.021081048 [15,] 0.158044302 0.102713160 0.148886057 [16,] 0.142959292 0.104564956 0.147620455 $metafactor [,1] [,2] [,3] [1,] 0.4141326 -0.21449755 0.101829501 [2,] 0.4122684 -0.23735689 0.052813345 [3,] 0.3774453 -0.34234370 0.012018545 [4,] 0.3907331 -0.31198602 -0.031964368 [5,] 0.3700939 -0.36239866 0.004726118 [6,] 0.3587878 -0.31626969 -0.076197184 [7,] 0.4320476 -0.29875723 -0.130714106 [8,] 0.3755992 -0.32983694 -0.086560391 [9,] 0.4442513 -0.30711747 -0.183479830 [10,] 0.3914942 -0.27281604 -0.100455157 [11,] 0.4544183 -0.22795618 -0.100954960 [12,] 0.4772651 -0.05262784 -0.268586178 [13,] 0.4485790 -0.03099517 -0.278224779 [14,] 0.4114757 -0.11085420 -0.388704885 [15,] 0.4972489 0.20385238 -0.221649768 [16,] 0.4881499 0.08705016 -0.216099476 [17,] 0.5085431 0.21635834 -0.126527082 [18,] 0.5196795 0.25532624 -0.213406622 [19,] 0.5014878 0.19618761 -0.202296530 [20,] 0.5204578 0.29923706 -0.185935196 [21,] 0.5154705 0.19662990 -0.151525502 [22,] 0.4825759 0.32302924 -0.174600742 [23,] 0.5238113 0.23771104 -0.101506324 $ncomp [1] 3 > > # estimate TFAs and determine the best number of latent components simultaneously > TFA.estimate(Ecoli$CONNECdata,Ecoli$GEdata,ncomp=1:5,nruncv=20) $TFA [,1] [,2] [,3] [,4] [,5] [1,] 0.028166993 0.043910838 0.1369424968 0.105760520 1.613060e-01 [2,] 0.178712393 0.191135513 0.2178672546 0.211284857 2.264513e-01 [3,] 0.122934421 0.133589326 0.1655666317 0.156426695 1.749920e-01 [4,] 0.004656062 0.004323746 0.0007938914 0.002056784 -7.739202e-05 [5,] -0.237758266 -0.270411874 -0.4098708353 -0.365852162 -4.482076e-01 [6,] -0.299696073 -0.309709025 -0.2848251306 -0.297446624 -2.811597e-01 [7,] -0.010524668 -0.009649914 -0.0008747579 -0.003999653 1.300984e-03 [8,] -0.327730651 -0.359173607 -0.4639952870 -0.432986022 -4.941934e-01 [9,] 0.108660455 0.123597757 0.1874231133 0.167275217 2.049670e-01 [10,] 0.074985610 0.078134128 0.0760521485 0.077803627 7.620867e-02 [11,] 0.070432105 0.083561190 0.1471396074 0.126542839 1.642648e-01 [12,] 0.333046802 0.368272266 0.4958779241 0.457209972 5.320281e-01 [13,] -0.142697366 -0.151704903 -0.1671736695 -0.163912026 -1.725055e-01 [14,] 0.151427834 0.171279177 0.2540075611 0.228040005 2.768457e-01 [15,] 0.146101859 0.157533290 0.1876030579 0.179433349 1.967493e-01 [16,] 0.105134634 0.110792225 0.1158825574 0.115619894 1.181770e-01 [,6] [,7] [,8] [,9] [,10] [1,] 0.1099761647 0.079177789 0.128632647 0.093120871 0.076510111 [2,] 0.1836896489 0.212909100 0.216263777 0.250546670 0.202192614 [3,] 0.1387546317 0.153437792 0.163230913 0.180553936 0.145916304 [4,] 0.0009302844 0.003376186 0.001135503 0.003975580 0.003143553 [5,] -0.3391584301 -0.336618513 -0.398312773 -0.396062231 -0.321216575 [6,] -0.2444476679 -0.321235774 -0.288460063 -0.378065291 -0.304032628 [7,] -0.0013765088 -0.007222649 -0.001719170 -0.008505719 -0.006705573 [8,] -0.3877616081 -0.419103306 -0.455992903 -0.493157615 -0.398836113 [9,] 0.1550842797 0.153887722 0.182132701 0.181062825 0.146847728 [10,] 0.0649426207 0.082503557 0.076585698 0.097096394 0.078153573 [11,] 0.1207823933 0.111154628 0.141695873 0.130772162 0.106346712 [12,] 0.4132851085 0.436731106 0.485833138 0.513888301 0.415902847 [13,] -0.1413113229 -0.166984482 -0.166426359 -0.196507164 -0.158492380 [14,] 0.2104512720 0.211262234 0.247198956 0.248572296 0.201519899 [15,] 0.1576658514 0.178278568 0.185546873 0.209789259 0.169427045 [16,] 0.0983603011 0.119789255 0.115904058 0.140971758 0.113602047 [,11] [,12] [,13] [,14] [,15] [1,] 0.039379882 -0.08097794 -0.090375963 -0.036036641 -0.209073731 [2,] 0.287183196 0.21628104 0.209924745 0.222787805 0.186942654 [3,] 0.196650259 0.13117291 0.125515903 0.142367761 0.092100728 [4,] 0.007762041 0.01111012 0.011344041 0.009189972 0.016220996 [5,] -0.375185449 -0.15314110 -0.134863272 -0.213168029 0.030321340 [6,] -0.486216510 -0.45301151 -0.448942227 -0.429454331 -0.500723009 [7,] -0.017598233 -0.02614505 -0.026749076 -0.021411032 -0.038804623 [8,] -0.522953039 -0.32433583 -0.307404501 -0.363858132 -0.192963180 [9,] 0.171461584 0.06987242 0.061510594 0.097350334 -0.014098442 [10,] 0.121379549 0.10797720 0.106567290 0.104132093 0.114153911 [11,] 0.109667843 0.01651965 0.009000292 0.045310930 -0.068781338 [12,] 0.530039344 0.30228260 0.283083540 0.352870685 0.139469312 [13,] -0.229697796 -0.18030729 -0.175787402 -0.182597491 -0.165049697 [14,] 0.239358555 0.10542864 0.094363490 0.140647147 -0.002948325 [15,] 0.234235242 0.16617130 0.160198201 0.175553046 0.130765028 [16,] 0.169651374 0.14101461 0.138280683 0.139583728 0.138540419 [,16] [,17] [,18] [,19] [,20] [1,] -0.20036508 -0.206165799 -0.26985376 -0.2536165909 -0.28028635 [2,] 0.25770926 0.180568504 0.21727036 0.2326362711 0.20439143 [3,] 0.14040629 0.088314621 0.10293247 0.1156162020 0.09278761 [4,] 0.01818104 0.015868753 0.02013072 0.0198736698 0.02019501 [5,] -0.06096633 0.034224768 0.06666213 0.0300589229 0.09362527 [6,] -0.62131577 -0.486962806 -0.60303890 -0.6179636755 -0.58803646 [7,] -0.04325708 -0.037973332 -0.04822995 -0.0475250622 -0.04845060 [8,] -0.32120208 -0.183732038 -0.20739165 -0.2442497665 -0.17849473 [9,] 0.02761944 -0.015878437 -0.03077316 -0.0140307820 -0.04310437 [10,] 0.14421281 0.110893585 0.13669500 0.1410738594 0.13254925 [11,] -0.04235174 -0.068956824 -0.09598197 -0.0816754835 -0.10607586 [12,] 0.26920801 0.131017193 0.13856924 0.1793047140 0.10720895 [13,] -0.22171680 -0.159701259 -0.19360279 -0.2049581160 -0.18387518 [14,] 0.05536035 -0.005702807 -0.02159641 0.0007684015 -0.03819278 [15,] 0.18839234 0.125915921 0.14949424 0.1633342100 0.13818813 [16,] 0.18046445 0.134322058 0.16423245 0.1716177236 0.15766211 [,21] [,22] [,23] [1,] -0.272557347 -0.27824496 -0.27546130 [2,] 0.253410187 0.18304603 0.23250315 [3,] 0.126507580 0.07893136 0.11218570 [4,] 0.021471969 0.01938167 0.02090865 [5,] 0.028407267 0.11569987 0.05576428 [6,] -0.670237192 -0.54799794 -0.63486956 [7,] -0.051337035 -0.04656365 -0.05006020 [8,] -0.268389435 -0.14274667 -0.23029497 [9,] -0.013298382 -0.05318745 -0.02580071 [10,] 0.153116472 0.12278361 0.14428555 [11,] -0.086755277 -0.11125996 -0.09476128 [12,] 0.198562587 0.07216420 0.15994306 [13,] -0.223015215 -0.16647379 -0.20629559 [14,] 0.003344245 -0.05262287 -0.01410623 [15,] 0.178262475 0.12123776 0.16120664 [16,] 0.186498957 0.14445753 0.17415272 $metafactor [,1] [,2] [1,] 0.4141326 -0.21449755 [2,] 0.4122684 -0.23735689 [3,] 0.3774453 -0.34234370 [4,] 0.3907331 -0.31198602 [5,] 0.3700939 -0.36239866 [6,] 0.3587878 -0.31626969 [7,] 0.4320476 -0.29875723 [8,] 0.3755992 -0.32983694 [9,] 0.4442513 -0.30711747 [10,] 0.3914942 -0.27281604 [11,] 0.4544183 -0.22795618 [12,] 0.4772651 -0.05262784 [13,] 0.4485790 -0.03099517 [14,] 0.4114757 -0.11085420 [15,] 0.4972489 0.20385238 [16,] 0.4881499 0.08705016 [17,] 0.5085431 0.21635834 [18,] 0.5196795 0.25532624 [19,] 0.5014878 0.19618761 [20,] 0.5204578 0.29923706 [21,] 0.5154705 0.19662990 [22,] 0.4825759 0.32302924 [23,] 0.5238113 0.23771104 $ncomp [1] 2 > > > > > cleanEx(); ..nameEx <- "leukemia" > > ### * leukemia > > flush(stderr()); flush(stdout()) > > ### Name: leukemia > ### Title: Gene expression data from Golub et al. (1999) > ### Aliases: leukemia > ### Keywords: datasets > > ### ** Examples > > # load plsgenomics library > library(plsgenomics) > > # load data set > data(leukemia) > > # how many samples and how many genes ? > dim(leukemia$X) [1] 38 3051 > > # how many samples of class 1 and 2, respectively ? > sum(leukemia$Y==1) [1] 27 > sum(leukemia$Y==2) [1] 11 > > > cleanEx(); ..nameEx <- "pls.lda" > > ### * pls.lda > > flush(stderr()); flush(stdout()) > > ### Name: pls.lda > ### Title: Classification with PLS Dimension Reduction and Linear > ### Discriminant Analysis > ### Aliases: pls.lda > ### Keywords: multivariate > > ### ** Examples > > # load plsgenomics library > library(plsgenomics) > > # load leukemia data > data(leukemia) > > # Classify observations 1,2,3 (test set) using observations 4 to 38 (training set), with 2 PLS components > pls.lda(Xtrain=leukemia$X[-(1:3),],Ytrain=leukemia$Y[-(1:3)],Xtest=leukemia$X[1:3,],ncomp=2,nruncv=0) $predclass [1] 1 1 1 Levels: 1 2 $ncomp [1] 2 > > # Classify observations 1,2,3 (test set) using observations 4 to 38 (training set), with the best number of components as determined by cross-validation > pls.lda(Xtrain=leukemia$X[-(1:3),],Ytrain=leukemia$Y[-(1:3)],Xtest=leukemia$X[1:3,],ncomp=1:4,nruncv=20) $predclass [1] 1 1 1 Levels: 1 2 $ncomp [1] 1 > > > > > cleanEx(); ..nameEx <- "pls.lda.cv" > > ### * pls.lda.cv > > flush(stderr()); flush(stdout()) > > ### Name: pls.lda.cv > ### Title: Determination of the number of latent components to be used for > ### classification with PLS and LDA > ### Aliases: pls.lda.cv > ### Keywords: multivariate > > ### ** Examples > > # load plsgenomics library > library(plsgenomics) > > # load leukemia data > data(leukemia) > > # Determine the best number of components to be used for classification using the cross-validation procedure > # choose the best number from 2,3,4 > pls.lda.cv(Xtrain=leukemia$X,Ytrain=leukemia$Y,ncomp=2:4,nruncv=20) [1] 2 > # choose the best number from 1,2,3 > pls.lda.cv(Xtrain=leukemia$X,Ytrain=leukemia$Y,ncomp=3,nruncv=20) [1] 3 > > > > > cleanEx(); ..nameEx <- "pls.regression" > > ### * pls.regression > > flush(stderr()); flush(stdout()) > > ### Name: pls.regression > ### Title: Multivariate Partial Least Squares Regression > ### Aliases: pls.regression > ### Keywords: multivariate > > ### ** Examples > > # load plsgenomics library > library(plsgenomics) > > # load the Ecoli data > data(Ecoli) > > # perform pls regression > # with unit latent components > pls.regression(Xtrain=Ecoli$CONNECdata,Ytrain=Ecoli$GEdata,Xtest=Ecoli$CONNECdata,ncomp=1:3,unit.weights=FALSE) $B , , 1 [,1] [,2] [,3] [,4] [,5] [1,] -0.080138495 -0.082424982 -0.099067489 -0.088896171 -0.103273796 [2,] 0.262854977 0.270354673 0.324942244 0.291580232 0.338738970 [3,] 0.045864094 0.047172674 0.056697354 0.050876203 0.059104668 [4,] 0.001293407 0.001330310 0.001598914 0.001434752 0.001666802 [5,] -0.035570432 -0.036585316 -0.043972292 -0.039457631 -0.045839312 [6,] -0.157966577 -0.162473630 -0.195278836 -0.175229443 -0.203570182 [7,] -0.012324167 -0.012675796 -0.015235179 -0.013670974 -0.015882049 [8,] -0.090349026 -0.092926836 -0.111689782 -0.100222526 -0.116432020 [9,] 0.048221941 0.049597794 0.059612133 0.053491720 0.062143205 [10,] 0.076684981 0.078872932 0.094798242 0.085065250 0.098823281 [11,] 0.009623402 0.009897973 0.011896483 0.010675064 0.012401596 [12,] 0.088871585 0.091407241 0.109863365 0.098583628 0.114528054 [13,] -0.108792746 -0.111896786 -0.134489973 -0.120681809 -0.140200285 [14,] 0.166235355 0.170978330 0.205500728 0.184401847 0.214226086 [15,] 0.047324107 0.048674343 0.058502227 0.052495769 0.060986173 [16,] 0.074698504 0.076829778 0.092342552 0.082861688 0.096263325 [,6] [,7] [,8] [,9] [,10] [1,] -0.075647977 -0.086794107 -0.088316282 -0.097251588 -0.081795863 [2,] 0.248126037 0.284685443 0.289678192 0.318986074 0.268291158 [3,] 0.043294124 0.049673170 0.050544327 0.055658095 0.046812623 [4,] 0.001220931 0.001400826 0.001425393 0.001569606 0.001320156 [5,] -0.033577261 -0.038524605 -0.039200241 -0.043166283 -0.036306074 [6,] -0.149115003 -0.171085918 -0.174086384 -0.191699388 -0.161233530 [7,] -0.011633589 -0.013347706 -0.013581795 -0.014955919 -0.012579047 [8,] -0.085286366 -0.097852636 -0.099568753 -0.109642516 -0.092217560 [9,] 0.045519850 0.052226839 0.053142782 0.058519446 0.049219233 [10,] 0.072387978 0.083053773 0.084510352 0.093060596 0.078270925 [11,] 0.009084159 0.010422638 0.010605428 0.011678421 0.009822426 [12,] 0.083891712 0.096252492 0.097940546 0.107849576 0.090709564 [13,] -0.102696601 -0.117828132 -0.119894575 -0.132024781 -0.111042720 [14,] 0.156920444 0.180041429 0.183198955 0.201733913 0.169673317 [15,] 0.044672325 0.051254439 0.052153328 0.057429885 0.048302831 [16,] 0.070512812 0.080902317 0.082321163 0.090649919 0.076243365 [,11] [,12] [,13] [,14] [,15] [1,] -0.11897662 -0.07992680 -0.076991102 -0.083260479 -0.070089873 [2,] 0.39024437 0.26216061 0.252531498 0.273095113 0.229895408 [3,] 0.06809156 0.04574294 0.044062808 0.047650838 0.040113163 [4,] 0.00192024 0.00128999 0.001242609 0.001343794 0.001131226 [5,] -0.05280920 -0.03547647 -0.034173423 -0.036956162 -0.031110231 [6,] -0.23452311 -0.15754929 -0.151762530 -0.164120538 -0.138159038 [7,] -0.01829692 -0.01229161 -0.011840143 -0.012804284 -0.010778831 [8,] -0.13413556 -0.09011036 -0.086800619 -0.093868785 -0.079020098 [9,] 0.07159210 0.04809456 0.046328052 0.050100541 0.042175358 [10,] 0.11384940 0.07648241 0.073673222 0.079672425 0.067069397 [11,] 0.01428726 0.00959798 0.009245448 0.009998304 0.008416717 [12,] 0.13194209 0.08863682 0.085381204 0.092333787 0.077727915 [13,] -0.16151779 -0.10850535 -0.104519973 -0.113031024 -0.095151147 [14,] 0.24679925 0.16579622 0.159706556 0.172711445 0.145390988 [15,] 0.07025915 0.04719909 0.045465480 0.049167729 0.041390104 [16,] 0.11090020 0.07450118 0.071764763 0.077608560 0.065332006 [,16] [,17] [,18] [,19] [,20] [1,] -0.099131628 -0.070560047 -0.077658122 -0.088270217 -0.071699915 [2,] 0.325152620 0.231437583 0.254719331 0.289527095 0.235176358 [3,] 0.056734061 0.040382249 0.044444551 0.050517963 0.041034607 [4,] 0.001599949 0.001138814 0.001253374 0.001424650 0.001157211 [5,] -0.044000761 -0.031318923 -0.034469488 -0.039179794 -0.031824867 [6,] -0.195405265 -0.139085830 -0.153077340 -0.173995580 -0.141332702 [7,] -0.015245042 -0.010851137 -0.011942721 -0.013574711 -0.011026433 [8,] -0.111762093 -0.079550178 -0.087552626 -0.099516818 -0.080835277 [9,] 0.059650727 0.042458277 0.046729420 0.053115062 0.043144172 [10,] 0.094859617 0.067519310 0.074311497 0.084466271 0.068610055 [11,] 0.011904185 0.008473177 0.009325547 0.010599896 0.008610058 [12,] 0.109934493 0.078249326 0.086120913 0.097889460 0.079513410 [13,] -0.134577046 -0.095789436 -0.105425492 -0.119832038 -0.097336874 [14,] 0.205633775 0.146366294 0.161090191 0.183103398 0.148730778 [15,] 0.058540103 0.041667756 0.045859375 0.052126124 0.042340880 [16,] 0.092402337 0.065770264 0.072386504 0.082278224 0.066832754 [,21] [,22] [,23] [1,] -0.100022385 -0.062446345 -0.093715998 [2,] 0.328074314 0.204824566 0.307389306 [3,] 0.057243851 0.035738693 0.053634640 [4,] 0.001614326 0.001007862 0.001512543 [5,] -0.044396135 -0.027717559 -0.041596969 [6,] -0.197161100 -0.123092345 -0.184730139 [7,] -0.015382028 -0.009603365 -0.014412195 [8,] -0.112766343 -0.070402700 -0.105656452 [9,] 0.060186725 0.037575998 0.056391966 [10,] 0.095711988 0.059755262 0.089677370 [11,] 0.012011151 0.007498846 0.011253851 [12,] 0.110922321 0.069251433 0.103928695 [13,] -0.135786302 -0.084774605 -0.127225008 [14,] 0.207481519 0.129535628 0.194399859 [15,] 0.059066121 0.036876379 0.055342016 [16,] 0.093232628 0.058207338 0.087354333 , , 2 [,1] [,2] [,3] [,4] [,5] [1,] 0.006166864 0.030331949 0.096224276 0.084852727 0.1127450288 [2,] 0.254377494 0.259278941 0.305759395 0.274513466 0.3175201721 [3,] 0.046282426 0.047719220 0.057643956 0.051718384 0.0601517359 [4,] 0.001211438 0.001223218 0.001413434 0.001269733 0.0014616370 [5,] -0.054619782 -0.061473067 -0.087077161 -0.077807551 -0.0935190654 [6,] -0.129202160 -0.124893260 -0.130190714 -0.117321269 -0.1315740097 [7,] -0.006041034 -0.004466958 -0.001017706 -0.001021847 -0.0001556217 [8,] -0.100931758 -0.106753050 -0.135636387 -0.121527553 -0.1429201698 [9,] 0.068818759 0.076507293 0.106218610 0.094956982 0.1136962060 [10,] 0.066406466 0.065444175 0.071540019 0.064372670 0.0730965750 [11,] 0.029052083 0.035281316 0.055859702 0.049788649 0.0610307997 [12,] 0.105862927 0.113606229 0.148311374 0.132790392 0.1570566975 [13,] -0.104228578 -0.105933755 -0.124162175 -0.111493282 -0.1287763578 [14,] 0.240441511 0.267927794 0.373414416 0.333792776 0.3999610939 [15,] 0.048917857 0.050756560 0.062108565 0.055704288 0.0649752664 [16,] 0.066763611 0.066462934 0.074387477 0.066887258 0.0764026096 [,6] [,7] [,8] [,9] [,10] [1,] 0.063430677 0.056188690 0.0908354040 0.054880975 0.056619864 [2,] 0.234464811 0.270640727 0.2720807280 0.304042607 0.254695049 [3,] 0.043968254 0.050366224 0.0514126959 0.056395499 0.047483540 [4,] 0.001088841 0.001265027 0.0012552429 0.001425117 0.001188695 [5,] -0.064274752 -0.070083819 -0.0787426654 -0.076745037 -0.066857243 [6,] -0.102761956 -0.123431672 -0.1143775331 -0.140995648 -0.115101428 [7,] -0.001508497 -0.002938388 -0.0005393392 -0.003880487 -0.002502217 [8,] -0.102340140 -0.115385135 -0.1215362682 -0.128296955 -0.109190047 [9,] 0.078711041 0.086349756 0.0958974219 0.094825959 0.082252216 [10,] 0.055824442 0.066025274 0.0631743276 0.074942408 0.061786340 [11,] 0.040392932 0.042610294 0.0509352647 0.045925832 0.040981963 [12,] 0.111272782 0.124402188 0.1332109820 0.137800630 0.117960120 [13,] -0.095341574 -0.110266638 -0.1104203280 -0.123979412 -0.103722751 [14,] 0.276501572 0.302979377 0.3372352516 0.332538915 0.288684455 [15,] 0.047240609 0.053894818 0.0554616167 0.060239228 0.050858873 [16,] 0.057725956 0.067756515 0.0658500028 0.076662890 0.063517459 [,11] [,12] [,13] 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0.21530679 0.17184353 [2,] 0.23610261 0.23609028 0.27553101 0.24025589 0.28379665 0.19881738 [3,] 0.13661778 0.16234404 0.20706715 0.22105844 0.22685191 0.22017858 [4,] 0.01140811 0.01416158 0.01827969 0.02038412 0.02027804 0.02097871 [5,] -0.09433690 -0.11186937 -0.15277302 -0.15226012 -0.16681098 -0.14174793 [6,] -0.31370907 -0.35901059 -0.43538254 -0.46319261 -0.47205348 -0.46266559 [7,] -0.08818972 -0.10870387 -0.13689938 -0.15501541 -0.15174854 -0.16174970 [8,] -0.19395718 -0.22479125 -0.28950921 -0.29591033 -0.31458445 -0.28379777 [9,] 0.11871737 0.13982269 0.18875562 0.18849548 0.20577651 0.17604447 [10,] 0.14554845 0.16586594 0.20244833 0.21272996 0.21914109 0.21020071 [11,] 0.05402994 0.06697524 0.09717543 0.09661142 0.10712364 0.08911534 [12,] 0.19373305 0.22510296 0.29365684 0.29750919 0.31920766 0.28267436 [13,] -0.10495321 -0.10685323 -0.12536079 -0.11285166 -0.13011356 -0.09675506 [14,] 0.21764452 0.23900113 0.33570605 0.29105820 0.35789272 0.23203322 [15,] 0.08084341 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0.066482226 0.109110748 0.053406050 [10,] 0.229954457 0.26111384 0.215056725 0.266881366 0.195525676 [11,] 0.005313461 0.01421412 -0.002942369 0.016633389 -0.008073429 [12,] 0.192364364 0.22870312 0.169736164 0.239082395 0.146805791 [13,] -0.117326332 -0.13172862 -0.110067904 -0.147093111 -0.097536100 [14,] -0.050709429 -0.03161344 -0.074993786 0.002943202 -0.093157202 [15,] 0.095193049 0.11018541 0.086790623 0.115608445 0.076854718 [16,] 0.101152678 0.11235424 0.096348579 0.122023181 0.087102596 [,23] [1,] -0.213779218 [2,] 0.301054855 [3,] 0.180452360 [4,] 0.016124587 [5,] -0.053924741 [6,] -0.511935344 [7,] -0.145076905 [8,] -0.212880279 [9,] 0.079559251 [10,] 0.225286659 [11,] 0.001859464 [12,] 0.189107278 [13,] -0.138756993 [14,] -0.008673685 [15,] 0.096832295 [16,] 0.114275527 $Ypred , , 1 [,1] [,2] [,3] [,4] [,5] [,6] [1,] -0.09533835 -0.09805852 -0.11785760 -0.10575710 -0.12286172 -0.089996118 [2,] -0.09533835 -0.09805852 -0.11785760 -0.10575710 -0.12286172 -0.089996118 [3,] 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-0.341695492 -0.24472128 [,21] [,22] [,23] [1,] -0.137337033 -0.025485526 -0.152715473 [2,] -0.137337033 -0.025485526 -0.152715473 [3,] -0.137337033 -0.025485526 -0.152715473 [4,] -0.189198608 -0.195669628 -0.150488113 [5,] 0.285842116 0.287276395 0.214142965 [6,] 0.598033727 0.488710320 0.515197821 [7,] 0.285842116 0.287276395 0.214142965 [8,] 0.174946094 0.244807638 0.217041695 [9,] 0.174946094 0.244807638 0.217041695 [10,] 0.441827460 0.440333314 0.442328354 [11,] 0.174946094 0.244807638 0.217041695 [12,] 0.174946094 0.244807638 0.217041695 [13,] -0.429945976 -0.218121989 -0.377351629 [14,] -0.558466853 -0.328673253 -0.508900200 [15,] 0.174946094 0.244807638 0.217041695 [16,] -0.507498278 -0.251597758 -0.431276370 [17,] -0.395314190 -0.319399539 -0.432012345 [18,] -0.094687051 -0.005313676 -0.117340018 [19,] -0.116284508 0.058673083 -0.067888573 [20,] -0.559917623 -0.311521729 -0.486899657 [21,] -0.304201839 -0.172789367 -0.295932914 [22,] 0.129635848 0.238899388 0.141273498 [23,] -0.008643616 0.036717987 0.003262477 [24,] 0.185128533 0.177615528 0.116601559 [25,] -0.427002774 -0.311279191 -0.386025314 [26,] 0.021261204 0.115686934 0.001262687 [27,] 0.129635848 0.238899388 0.141273498 [28,] 0.174946094 0.244807638 0.217041695 [29,] -0.008643616 0.036717987 0.003262477 [30,] -0.451294950 -0.270325468 -0.434689907 [31,] 0.007989773 0.028644559 0.005121941 [32,] 0.129635848 0.238899388 0.141273498 [33,] -0.053953862 0.030809737 -0.072505719 [34,] -0.320743712 -0.095856700 -0.229090065 [35,] -0.467928339 -0.262252039 -0.436549371 [36,] 0.129635848 0.238899388 0.141273498 [37,] -0.467928339 -0.262252039 -0.436549371 [38,] 0.129635848 0.238899388 0.141273498 [39,] -0.317892026 -0.257873141 -0.306466063 [40,] 0.103410334 -0.003033164 0.074148043 [41,] -0.584773392 -0.453398816 -0.531752722 [42,] -0.053953862 0.030809737 -0.072505719 [43,] -0.243282926 -0.131240169 -0.243867637 [44,] -0.467928339 -0.262252039 -0.436549371 [45,] -0.304201839 -0.172789367 -0.295932914 [46,] -0.467928339 -0.262252039 -0.436549371 [47,] -0.504424938 -0.372805590 -0.511571596 [48,] -0.094687051 -0.005313676 -0.117340018 [49,] -0.442858409 -0.251818534 -0.412067905 [50,] 0.007989773 0.028644559 0.005121941 [51,] -0.358817591 -0.208845989 -0.356990120 [52,] -0.008643616 0.036717987 0.003262477 [53,] -0.211724480 -0.111309888 -0.218233127 [54,] -0.559917623 -0.311521729 -0.486899657 [55,] -0.188593394 -0.095934649 -0.199100619 [56,] -0.467928339 -0.262252039 -0.436549371 [57,] -1.074605682 -0.714244372 -0.948484715 [58,] -0.094687051 -0.005313676 -0.117340018 [59,] -0.442858409 -0.251818534 -0.412067905 [60,] -0.094687051 -0.005313676 -0.117340018 [61,] -0.442858409 -0.251818534 -0.412067905 [62,] -0.008643616 0.036717987 0.003262477 [63,] -0.467928339 -0.262252039 -0.436549371 [64,] -0.559917623 -0.311521729 -0.486899657 [65,] -0.585416140 -0.336305399 -0.510672657 [66,] -0.585416140 -0.336305399 -0.510672657 [67,] -0.585416140 -0.336305399 -0.510672657 [68,] -0.436443673 -0.241570657 -0.394624673 [69,] -0.436443673 -0.241570657 -0.394624673 [70,] -0.442858409 -0.251818534 -0.412067905 [71,] -0.442858409 -0.251818534 -0.412067905 [72,] -0.341796238 -0.180015309 -0.313916966 [73,] -0.299874218 -0.149416568 -0.281667791 [74,] -0.299874218 -0.149416568 -0.281667791 [75,] -0.008643616 0.036717987 0.003262477 [76,] -0.208781278 -0.204467090 -0.226906812 [77,] -0.195868845 -0.170770545 -0.192190536 [78,] -0.317892026 -0.257873141 -0.306466063 [79,] -0.317892026 -0.257873141 -0.306466063 [80,] -0.005700414 -0.056439215 -0.005411208 [81,] -0.317892026 -0.257873141 -0.306466063 [82,] -0.005700414 -0.056439215 -0.005411208 [83,] -0.005700414 -0.056439215 -0.005411208 [84,] -0.005700414 -0.056439215 -0.005411208 [85,] -0.317892026 -0.257873141 -0.306466063 [86,] -0.317892026 -0.257873141 -0.306466063 [87,] -0.091743848 -0.098470878 -0.126013703 [88,] -0.317892026 -0.257873141 -0.306466063 [89,] -0.317892026 -0.257873141 -0.306466063 [90,] -0.317892026 -0.257873141 -0.306466063 [91,] -0.317892026 -0.257873141 -0.306466063 [92,] -0.317892026 -0.257873141 -0.306466063 [93,] -0.317892026 -0.257873141 -0.306466063 [94,] -0.317892026 -0.257873141 -0.306466063 [95,] -0.317892026 -0.257873141 -0.306466063 [96,] -0.317892026 -0.257873141 -0.306466063 [97,] -0.317892026 -0.257873141 -0.306466063 [98,] -0.317892026 -0.257873141 -0.306466063 [99,] -0.317892026 -0.257873141 -0.306466063 [100,] -0.398387530 -0.198191708 -0.351717119 $P [,1] [,2] [,3] [1,] -1.35449529 2.92774997 -0.93575814 [2,] 3.10056950 -0.90153267 0.82496950 [3,] -0.08666698 0.05590666 -0.68374066 [4,] -0.07893025 -0.18871761 0.01003559 [5,] -0.15942068 -0.15639020 0.25098291 [6,] -0.45419481 0.35063627 1.25414463 [7,] 0.33710219 0.03584194 0.77826190 [8,] -0.38494683 -0.19334752 0.26049330 [9,] 0.27087384 0.58073300 -0.70125965 [10,] 0.34718077 -1.36706597 -0.88725653 [11,] -0.07527582 0.09270479 -0.25730519 [12,] 0.39309208 0.13656322 -0.64274372 [13,] -1.24346415 0.05114012 0.12061208 [14,] 2.03711931 3.36603833 1.01465449 [15,] 0.29683528 0.06482068 -0.22914925 [16,] 0.77390193 0.11805939 -0.04787866 $Q [,1] [,2] [,3] [1,] 1.647188 0.55501330 -0.6572234 [2,] 1.694185 0.72511831 -0.8339384 [3,] 2.036259 1.25588408 -1.0871095 [4,] 1.827195 1.11734602 -1.2320121 [5,] 2.122717 1.38917585 -1.2128060 [6,] 1.554888 0.89438829 -1.2819959 [7,] 1.783989 0.91949509 -1.4209682 [8,] 1.815276 1.15209032 -1.5071810 [9,] 1.998934 0.97833549 -1.8414292 [10,] 1.681253 0.89012513 -1.3917421 [11,] 2.445476 0.78416483 -1.8345112 [12,] 1.642836 -0.18816125 -1.4391569 [13,] 1.582495 -0.15817669 -1.4818774 [14,] 1.711358 -0.05726763 -1.9633125 [15,] 1.440646 -0.99842107 -0.9504135 [16,] 2.037577 -0.96152081 -1.5900774 [17,] 1.450310 -1.02907557 -0.6614827 [18,] 1.596205 -1.30069528 -1.0924787 [19,] 1.814329 -1.27628718 -1.2706623 [20,] 1.473739 -1.41422873 -0.9986489 [21,] 2.055886 -1.20928775 -1.2354734 [22,] 1.283538 -1.43014854 -0.9075411 [23,] 1.926263 -1.27767269 -0.9296526 $T [,1] [,2] [,3] [1,] -0.057879477 -0.027633406 -0.131229047 [2,] -0.057879477 -0.027633406 -0.131229047 [3,] -0.057879477 -0.027633406 -0.131229047 [4,] 0.187655409 0.113435174 0.181251050 [5,] 0.030539363 -0.068139254 -0.286972467 [6,] 0.190117417 -0.083413632 -0.259166267 [7,] 0.030539363 -0.068139254 -0.286972467 [8,] 0.142868345 -0.187088521 0.106136372 [9,] 0.142868345 -0.187088521 0.106136372 [10,] 0.189423446 -0.205607923 -0.014282321 [11,] 0.142868345 -0.187088521 0.106136372 [12,] 0.142868345 -0.187088521 0.106136372 [13,] -0.094636743 -0.053423211 0.069687853 [14,] -0.139440791 -0.004887510 0.051650414 [15,] 0.142868345 -0.187088521 0.106136372 [16,] -0.116231389 -0.087745541 0.130119539 [17,] -0.084737817 0.176299201 -0.166724538 [18,] -0.037517541 -0.015558984 -0.143685495 [19,] -0.015924488 -0.171961831 0.062815401 [20,] -0.119314955 -0.046927015 0.127463505 [21,] -0.059519100 0.018693077 -0.044240625 [22,] 0.029845392 -0.190333545 -0.042088521 [23,] 0.094216631 -0.031587096 0.021570696 [24,] 0.035147211 -0.004217822 -0.260353207 [25,] 0.006283981 0.080278370 0.104374664 [26,] -0.024311117 -0.087206782 -0.145429397 [27,] 0.029845392 -0.190333545 -0.042088521 [28,] 0.142868345 -0.187088521 0.106136372 [29,] 0.094216631 -0.031587096 0.021570696 [30,] -0.125566678 0.026916605 -0.043138055 [31,] 0.100058954 0.003418698 -0.016434425 [32,] 0.029845392 -0.190333545 -0.042088521 [33,] -0.018806322 -0.034832120 -0.126654198 [34,] -0.024191655 -0.160493454 0.203323714 [35,] -0.131409001 -0.008089189 -0.005132934 [36,] 0.029845392 -0.190333545 -0.042088521 [37,] -0.131409001 -0.008089189 -0.005132934 [38,] 0.029845392 -0.190333545 -0.042088521 [39,] 0.035559301 0.117388864 0.028451307 [40,] 0.224412674 0.139224978 -0.019665850 [41,] -0.010995800 0.135908266 0.148870001 [42,] -0.018806322 -0.034832120 -0.126654198 [43,] -0.043766776 0.018009613 -0.066667191 [44,] -0.131409001 -0.008089189 -0.005132934 [45,] -0.059519100 0.018693077 -0.044240625 [46,] -0.131409001 -0.008089189 -0.005132934 [47,] -0.114013137 0.139188708 -0.090801181 [48,] -0.037517541 -0.015558984 -0.143685495 [49,] -0.110710543 -0.002015956 0.003074007 [50,] 0.100058954 0.003418698 -0.016434425 [51,] -0.102133681 0.029021304 -0.081056291 [52,] 0.094216631 -0.031587096 0.021570696 [53,] -0.036086103 0.020797776 -0.082158862 [54,] -0.119314955 -0.046927015 0.127463505 [55,] -0.030788851 0.021564630 -0.092817032 [56,] -0.131409001 -0.008089189 -0.005132934 [57,] -0.227309787 0.043737347 0.275604029 [58,] -0.037517541 -0.015558984 -0.143685495 [59,] -0.110710543 -0.002015956 0.003074007 [60,] -0.037517541 -0.015558984 -0.143685495 [61,] -0.110710543 -0.002015956 0.003074007 [62,] 0.094216631 -0.031587096 0.021570696 [63,] -0.131409001 -0.008089189 -0.005132934 [64,] -0.119314955 -0.046927015 0.127463505 [65,] -0.120211903 -0.035380246 0.135307565 [66,] -0.120211903 -0.035380246 0.135307565 [67,] -0.120211903 -0.035380246 0.135307565 [68,] -0.094091672 -0.019184271 0.042340903 [69,] -0.094091672 -0.019184271 0.042340903 [70,] -0.110710543 -0.002015956 0.003074007 [71,] -0.110710543 -0.002015956 0.003074007 [72,] -0.066146644 -0.016165029 0.009279266 [73,] -0.064576202 -0.016460406 -0.021750275 [74,] -0.064576202 -0.016460406 -0.021750275 [75,] 0.094216631 -0.031587096 0.021570696 [76,] 0.064834620 0.154499357 -0.047472050 [77,] 0.080908420 0.103092102 0.019141796 [78,] 0.035559301 0.117388864 0.028451307 [79,] 0.035559301 0.117388864 0.028451307 [80,] 0.195137355 0.102114485 0.056257507 [81,] 0.035559301 0.117388864 0.028451307 [82,] 0.195137355 0.102114485 0.056257507 [83,] 0.195137355 0.102114485 0.056257507 [84,] 0.195137355 0.102114485 0.056257507 [85,] 0.035559301 0.117388864 0.028451307 [86,] 0.035559301 0.117388864 0.028451307 [87,] 0.063403182 0.118142597 -0.108998683 [88,] 0.035559301 0.117388864 0.028451307 [89,] 0.035559301 0.117388864 0.028451307 [90,] 0.035559301 0.117388864 0.028451307 [91,] 0.035559301 0.117388864 0.028451307 [92,] 0.035559301 0.117388864 0.028451307 [93,] 0.035559301 0.117388864 0.028451307 [94,] 0.035559301 0.117388864 0.028451307 [95,] 0.035559301 0.117388864 0.028451307 [96,] 0.035559301 0.117388864 0.028451307 [97,] 0.035559301 0.117388864 0.028451307 [98,] 0.035559301 0.117388864 0.028451307 [99,] 0.035559301 0.117388864 0.028451307 [100,] -0.086956069 -0.050635048 0.054196182 $R [,1] [,2] [,3] [1,] -0.0486517138 0.1555014251 -0.084565676 [2,] 0.1595780540 -0.0152743785 0.027806200 [3,] 0.0278438818 0.0007537335 -0.137449990 [4,] 0.0007852213 -0.0001476884 -0.015514771 [5,] -0.0215946464 -0.0343223306 0.060431687 [6,] -0.0959007862 0.0518265362 0.280736962 [7,] -0.0074819455 0.0113206888 0.124993542 [8,] -0.0548504802 -0.0190675283 0.141543069 [9,] 0.0292753198 0.0371104934 -0.075923357 [10,] 0.0465551009 -0.0185194022 -0.120418693 [11,] 0.0058423231 0.0350057942 -0.038005121 [12,] 0.0539535326 0.0306142977 -0.133699009 [13,] -0.0660475782 0.0082235283 0.001102570 [14,] 0.1009207234 0.1337015810 0.034686812 [15,] 0.0287302488 0.0028715536 -0.048576407 [16,] 0.0453491198 -0.0142967615 -0.009309512 $meanX ArcA CRP CysB FadR FruR GatR IclR LeuO Lrp NarL PhoB PurR RpoE -0.12 0.21 0.05 0.02 0.01 -0.03 -0.01 0.04 0.02 0.08 0.06 -0.02 0.09 RpoS TrpR TyrR 0.29 -0.02 -0.05 > > # with unit weight vectors > pls.regression(Xtrain=Ecoli$CONNECdata,Ytrain=Ecoli$GEdata,Xtest=Ecoli$CONNECdata,ncomp=1:3,unit.weights=TRUE) $B , , 1 [,1] [,2] [,3] [,4] [,5] [1,] -0.080138495 -0.082424982 -0.099067489 -0.088896171 -0.103273796 [2,] 0.262854977 0.270354673 0.324942244 0.291580232 0.338738970 [3,] 0.045864094 0.047172674 0.056697354 0.050876203 0.059104668 [4,] 0.001293407 0.001330310 0.001598914 0.001434752 0.001666802 [5,] -0.035570432 -0.036585316 -0.043972292 -0.039457631 -0.045839312 [6,] -0.157966577 -0.162473630 -0.195278836 -0.175229443 -0.203570182 [7,] -0.012324167 -0.012675796 -0.015235179 -0.013670974 -0.015882049 [8,] -0.090349026 -0.092926836 -0.111689782 -0.100222526 -0.116432020 [9,] 0.048221941 0.049597794 0.059612133 0.053491720 0.062143205 [10,] 0.076684981 0.078872932 0.094798242 0.085065250 0.098823281 [11,] 0.009623402 0.009897973 0.011896483 0.010675064 0.012401596 [12,] 0.088871585 0.091407241 0.109863365 0.098583628 0.114528054 [13,] -0.108792746 -0.111896786 -0.134489973 -0.120681809 -0.140200285 [14,] 0.166235355 0.170978330 0.205500728 0.184401847 0.214226086 [15,] 0.047324107 0.048674343 0.058502227 0.052495769 0.060986173 [16,] 0.074698504 0.076829778 0.092342552 0.082861688 0.096263325 [,6] [,7] [,8] [,9] [,10] [1,] -0.075647977 -0.086794107 -0.088316282 -0.097251588 -0.081795863 [2,] 0.248126037 0.284685443 0.289678192 0.318986074 0.268291158 [3,] 0.043294124 0.049673170 0.050544327 0.055658095 0.046812623 [4,] 0.001220931 0.001400826 0.001425393 0.001569606 0.001320156 [5,] -0.033577261 -0.038524605 -0.039200241 -0.043166283 -0.036306074 [6,] -0.149115003 -0.171085918 -0.174086384 -0.191699388 -0.161233530 [7,] -0.011633589 -0.013347706 -0.013581795 -0.014955919 -0.012579047 [8,] -0.085286366 -0.097852636 -0.099568753 -0.109642516 -0.092217560 [9,] 0.045519850 0.052226839 0.053142782 0.058519446 0.049219233 [10,] 0.072387978 0.083053773 0.084510352 0.093060596 0.078270925 [11,] 0.009084159 0.010422638 0.010605428 0.011678421 0.009822426 [12,] 0.083891712 0.096252492 0.097940546 0.107849576 0.090709564 [13,] -0.102696601 -0.117828132 -0.119894575 -0.132024781 -0.111042720 [14,] 0.156920444 0.180041429 0.183198955 0.201733913 0.169673317 [15,] 0.044672325 0.051254439 0.052153328 0.057429885 0.048302831 [16,] 0.070512812 0.080902317 0.082321163 0.090649919 0.076243365 [,11] [,12] [,13] [,14] [,15] [1,] -0.11897662 -0.07992680 -0.076991102 -0.083260479 -0.070089873 [2,] 0.39024437 0.26216061 0.252531498 0.273095113 0.229895408 [3,] 0.06809156 0.04574294 0.044062808 0.047650838 0.040113163 [4,] 0.00192024 0.00128999 0.001242609 0.001343794 0.001131226 [5,] -0.05280920 -0.03547647 -0.034173423 -0.036956162 -0.031110231 [6,] -0.23452311 -0.15754929 -0.151762530 -0.164120538 -0.138159038 [7,] -0.01829692 -0.01229161 -0.011840143 -0.012804284 -0.010778831 [8,] -0.13413556 -0.09011036 -0.086800619 -0.093868785 -0.079020098 [9,] 0.07159210 0.04809456 0.046328052 0.050100541 0.042175358 [10,] 0.11384940 0.07648241 0.073673222 0.079672425 0.067069397 [11,] 0.01428726 0.00959798 0.009245448 0.009998304 0.008416717 [12,] 0.13194209 0.08863682 0.085381204 0.092333787 0.077727915 [13,] -0.16151779 -0.10850535 -0.104519973 -0.113031024 -0.095151147 [14,] 0.24679925 0.16579622 0.159706556 0.172711445 0.145390988 [15,] 0.07025915 0.04719909 0.045465480 0.049167729 0.041390104 [16,] 0.11090020 0.07450118 0.071764763 0.077608560 0.065332006 [,16] [,17] [,18] [,19] [,20] [1,] -0.099131628 -0.070560047 -0.077658122 -0.088270217 -0.071699915 [2,] 0.325152620 0.231437583 0.254719331 0.289527095 0.235176358 [3,] 0.056734061 0.040382249 0.044444551 0.050517963 0.041034607 [4,] 0.001599949 0.001138814 0.001253374 0.001424650 0.001157211 [5,] -0.044000761 -0.031318923 -0.034469488 -0.039179794 -0.031824867 [6,] -0.195405265 -0.139085830 -0.153077340 -0.173995580 -0.141332702 [7,] -0.015245042 -0.010851137 -0.011942721 -0.013574711 -0.011026433 [8,] -0.111762093 -0.079550178 -0.087552626 -0.099516818 -0.080835277 [9,] 0.059650727 0.042458277 0.046729420 0.053115062 0.043144172 [10,] 0.094859617 0.067519310 0.074311497 0.084466271 0.068610055 [11,] 0.011904185 0.008473177 0.009325547 0.010599896 0.008610058 [12,] 0.109934493 0.078249326 0.086120913 0.097889460 0.079513410 [13,] -0.134577046 -0.095789436 -0.105425492 -0.119832038 -0.097336874 [14,] 0.205633775 0.146366294 0.161090191 0.183103398 0.148730778 [15,] 0.058540103 0.041667756 0.045859375 0.052126124 0.042340880 [16,] 0.092402337 0.065770264 0.072386504 0.082278224 0.066832754 [,21] [,22] [,23] [1,] -0.100022385 -0.062446345 -0.093715998 [2,] 0.328074314 0.204824566 0.307389306 [3,] 0.057243851 0.035738693 0.053634640 [4,] 0.001614326 0.001007862 0.001512543 [5,] -0.044396135 -0.027717559 -0.041596969 [6,] -0.197161100 -0.123092345 -0.184730139 [7,] -0.015382028 -0.009603365 -0.014412195 [8,] -0.112766343 -0.070402700 -0.105656452 [9,] 0.060186725 0.037575998 0.056391966 [10,] 0.095711988 0.059755262 0.089677370 [11,] 0.012011151 0.007498846 0.011253851 [12,] 0.110922321 0.069251433 0.103928695 [13,] -0.135786302 -0.084774605 -0.127225008 [14,] 0.207481519 0.129535628 0.194399859 [15,] 0.059066121 0.036876379 0.055342016 [16,] 0.093232628 0.058207338 0.087354333 , , 2 [,1] [,2] [,3] [,4] [,5] [1,] 0.006166864 0.030331949 0.096224276 0.084852727 0.1127450288 [2,] 0.254377494 0.259278941 0.305759395 0.274513466 0.3175201721 [3,] 0.046282426 0.047719220 0.057643956 0.051718384 0.0601517359 [4,] 0.001211438 0.001223218 0.001413434 0.001269733 0.0014616370 [5,] -0.054619782 -0.061473067 -0.087077161 -0.077807551 -0.0935190654 [6,] -0.129202160 -0.124893260 -0.130190714 -0.117321269 -0.1315740097 [7,] -0.006041034 -0.004466958 -0.001017706 -0.001021847 -0.0001556217 [8,] -0.100931758 -0.106753050 -0.135636387 -0.121527553 -0.1429201698 [9,] 0.068818759 0.076507293 0.106218610 0.094956982 0.1136962060 [10,] 0.066406466 0.065444175 0.071540019 0.064372670 0.0730965750 [11,] 0.029052083 0.035281316 0.055859702 0.049788649 0.0610307997 [12,] 0.105862927 0.113606229 0.148311374 0.132790392 0.1570566975 [13,] -0.104228578 -0.105933755 -0.124162175 -0.111493282 -0.1287763578 [14,] 0.240441511 0.267927794 0.373414416 0.333792776 0.3999610939 [15,] 0.048917857 0.050756560 0.062108565 0.055704288 0.0649752664 [16,] 0.066763611 0.066462934 0.074387477 0.066887258 0.0764026096 [,6] [,7] [,8] [,9] [,10] [1,] 0.063430677 0.056188690 0.0908354040 0.054880975 0.056619864 [2,] 0.234464811 0.270640727 0.2720807280 0.304042607 0.254695049 [3,] 0.043968254 0.050366224 0.0514126959 0.056395499 0.047483540 [4,] 0.001088841 0.001265027 0.0012552429 0.001425117 0.001188695 [5,] -0.064274752 -0.070083819 -0.0787426654 -0.076745037 -0.066857243 [6,] -0.102761956 -0.123431672 -0.1143775331 -0.140995648 -0.115101428 [7,] -0.001508497 -0.002938388 -0.0005393392 -0.003880487 -0.002502217 [8,] -0.102340140 -0.115385135 -0.1215362682 -0.128296955 -0.109190047 [9,] 0.078711041 0.086349756 0.0958974219 0.094825959 0.082252216 [10,] 0.055824442 0.066025274 0.0631743276 0.074942408 0.061786340 [11,] 0.040392932 0.042610294 0.0509352647 0.045925832 0.040981963 [12,] 0.111272782 0.124402188 0.1332109820 0.137800630 0.117960120 [13,] -0.095341574 -0.110266638 -0.1104203280 -0.123979412 -0.103722751 [14,] 0.276501572 0.302979377 0.3372352516 0.332538915 0.288684455 [15,] 0.047240609 0.053894818 0.0554616167 0.060239228 0.050858873 [16,] 0.057725956 0.067756515 0.0658500028 0.076662890 0.063517459 [,11] [,12] [,13] [,14] [,15] [1,] 0.002962130 -0.109186140 -0.101587802 -0.092165677 -0.225345772 [2,] 0.378266737 0.265034655 0.254947549 0.273969840 0.245145669 [3,] 0.068682607 0.045601114 0.043943585 0.047607674 0.039360620 [4,] 0.001804428 0.001317779 0.001265970 0.001352252 0.001278681 [5,] -0.079723563 -0.029018335 -0.028744431 -0.034990603 0.003157908 [6,] -0.193882564 -0.167301032 -0.159960280 -0.167088520 -0.189903743 [7,] -0.009419635 -0.014421726 -0.013630812 -0.013452593 -0.022081646 [8,] -0.149087641 -0.086522586 -0.083784581 -0.092776833 -0.059982676 [9,] 0.100692848 0.041111799 0.040458037 0.047975311 0.005123460 [10,] 0.099327137 0.079967040 0.076602560 0.080732987 0.085559559 [11,] 0.041737576 0.003011246 0.003708347 0.007993605 -0.026533806 [12,] 0.155948747 0.082876394 0.080538736 0.090580579 0.047161955 [13,] -0.155069193 -0.110052704 -0.105820743 -0.113501966 -0.103361691 [14,] 0.351643326 0.140638765 0.138558083 0.165054673 0.011900512 [15,] 0.072510917 0.046658779 0.045011267 0.049003282 0.038523084 [16,] 0.099689186 0.077191274 0.074026177 0.078427302 0.079606194 [,16] [,17] [,18] [,19] [,20] [1,] -0.248649483 -0.230582765 -0.279918092 -0.286734692 -0.291614497 [2,] 0.339839253 0.247156073 0.274586643 0.309021589 0.256777823 [3,] 0.056009331 0.039606600 0.043464173 0.049555982 0.039968655 [4,] 0.001741954 0.001290796 0.001445472 0.001613143 0.001366076 [5,] -0.010999126 0.004001349 0.010173405 0.004625357 0.016714759 [6,] -0.245237558 -0.192419253 -0.220487872 -0.240141124 -0.214627279 [7,] -0.026130120 -0.022500982 -0.026667487 -0.028023161 -0.027036476 [8,] -0.093428268 -0.059928250 -0.062751581 -0.075181176 -0.053869430 [9,] 0.023968215 0.004268775 -0.001540024 0.005751416 -0.009338553 [10,] 0.112666407 0.086577174 0.098399597 0.108102347 0.094800726 [11,] -0.021754615 -0.027550430 -0.036206324 -0.034077550 -0.040896142 [12,] 0.080498209 0.046744900 0.046301041 0.058816825 0.036217791 [13,] -0.142484139 -0.104252068 -0.116121797 -0.130327622 -0.108966824 [14,] 0.077076923 0.008777263 -0.012814825 0.012461784 -0.040353838 [15,] 0.055779044 0.038712710 0.042124358 0.048461197 0.038279847 [16,] 0.106148971 0.080482712 0.090982234 0.100524998 0.087051645 [,21] [,22] [,23] [1,] -0.288068354 -0.284836481 -0.292395921 [2,] 0.346545432 0.226669196 0.326904962 [3,] 0.056332371 0.034660742 0.052671615 [4,] 0.001792923 0.001219078 0.001701240 [5,] -0.002890561 0.021368472 0.002255735 [6,] -0.259834295 -0.197211991 -0.250947489 [7,] -0.029071999 -0.025793631 -0.028876330 [8,] -0.089708215 -0.043133302 -0.081294392 [9,] 0.015309460 -0.015497520 0.008976903 [10,] 0.118107274 0.086240758 0.113339104 [11,] -0.030320927 -0.042564639 -0.033472096 [12,] 0.073900826 0.025468440 0.064813643 [13,] -0.145730914 -0.096535472 -0.137731986 [14,] 0.045797835 -0.061677493 0.023573001 [15,] 0.055593586 0.032769630 0.051673110 [16,] 0.110521527 0.078653831 0.105620915 , , 3 [,1] [,2] [,3] [,4] [,5] [,6] [1,] 0.06174541 0.10085451 0.18815643 0.18903867 0.21530679 0.17184353 [2,] 0.23610261 0.23609028 0.27553101 0.24025589 0.28379665 0.19881738 [3,] 0.13661778 0.16234404 0.20706715 0.22105844 0.22685191 0.22017858 [4,] 0.01140811 0.01416158 0.01827969 0.02038412 0.02027804 0.02097871 [5,] -0.09433690 -0.11186937 -0.15277302 -0.15226012 -0.16681098 -0.14174793 [6,] -0.31370907 -0.35901059 -0.43538254 -0.46319261 -0.47205348 -0.46266559 [7,] -0.08818972 -0.10870387 -0.13689938 -0.15501541 -0.15174854 -0.16174970 [8,] -0.19395718 -0.22479125 -0.28950921 -0.29591033 -0.31458445 -0.28379777 [9,] 0.11871737 0.13982269 0.18875562 0.18849548 0.20577651 0.17604447 [10,] 0.14554845 0.16586594 0.20244833 0.21272996 0.21914109 0.21020071 [11,] 0.05402994 0.06697524 0.09717543 0.09661142 0.10712364 0.08911534 [12,] 0.19373305 0.22510296 0.29365684 0.29750919 0.31920766 0.28267436 [13,] -0.10495321 -0.10685323 -0.12536079 -0.11285166 -0.13011356 -0.09675506 [14,] 0.21764452 0.23900113 0.33570605 0.29105820 0.35789272 0.23203322 [15,] 0.08084341 0.09126629 0.11491644 0.11555101 0.12388902 0.10951536 [16,] 0.07288204 0.07422649 0.08450794 0.07835669 0.08769324 0.06966071 [,7] [,8] [,9] [,10] [,11] [,12] [1,] 0.17635383 0.21829119 0.21060268 0.17431348 0.15809881 0.01251714 [2,] 0.23112900 0.23017175 0.25283946 0.21599599 0.32725595 0.22501717 [3,] 0.24567829 0.25857471 0.30949992 0.23877848 0.32083616 0.24341322 [4,] 0.02331102 0.02463881 0.02999447 0.02278125 0.03026645 0.02364597 [5,] -0.15595532 -0.16982416 -0.18802571 -0.15096257 -0.19058617 -0.11598901 [6,] -0.52234997 -0.53749895 -0.65795289 -0.50581487 -0.70889767 -0.57132557 [7,] -0.18055024 -0.18892723 -0.23404725 -0.17646099 -0.23872169 -0.19430705 [8,] -0.31651334 -0.33486729 -0.38893850 -0.30618149 -0.40874999 -0.29022527 [9,] 0.19423443 0.21032766 0.23463345 0.18791795 0.23997510 0.15037742 [10,] 0.23713641 0.24466710 0.29668491 0.22937810 0.32023658 0.25326843 [11,] 0.09661436 0.10821586 0.11590957 0.09387529 0.11145840 0.05770658 [12,] 0.31438423 0.33471959 0.38399789 0.30403466 0.40122108 0.27529025 [13,] -0.11183336 -0.11208210 -0.12600972 -0.10525724 -0.15709187 -0.11163948 [14,] 0.25369052 0.28495595 0.26866561 0.24040936 0.28800998 0.09071900 [15,] 0.12292035 0.12867505 0.14968924 0.11846470 0.16162488 0.11656785 [16,] 0.08098503 0.07988112 0.09380570 0.07647390 0.11676759 0.09058912 [,13] [,14] [,15] [,16] [,17] [1,] 0.02372816 0.07386317 -0.144973413 -0.11418351 -0.174644037 [2,] 0.21374217 0.21937758 0.218718282 0.29562524 0.228762754 [3,] 0.24762762 0.31746495 0.169994945 0.27456546 0.130527385 [4,] 0.02425696 0.03181259 0.016024128 0.02641164 0.011553548 [5,] -0.11829678 -0.15363689 -0.054277183 -0.10709019 -0.035973164 [6,] -0.57597805 -0.71826290 -0.456719940 -0.69163106 -0.378121885 [7,] -0.19885592 -0.25885397 -0.140877194 -0.22487953 -0.105182042 [8,] -0.29353406 -0.37067011 -0.194507119 -0.31849271 -0.153556536 [9,] 0.15296715 0.19703658 0.077282043 0.14469223 0.054490759 [10,] 0.25504830 0.31715251 0.200007109 0.30414145 0.166232051 [11,] 0.06002728 0.08260953 0.009586773 0.03867647 -0.002410702 [12,] 0.27866428 0.35307351 0.174231297 0.29308999 0.135184476 [13,] 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[5,] 0.05030406 0.05173932 0.06218605 0.05580137 0.06482641 0.047485296 [6,] 0.31315903 0.32209399 0.38712830 0.34738161 0.40356538 0.295611333 [7,] 0.05030406 0.05173932 0.06218605 0.05580137 0.06482641 0.047485296 [8,] 0.23533095 0.24204534 0.29091695 0.26104833 0.30326899 0.222144307 [9,] 0.23533095 0.24204534 0.29091695 0.26104833 0.30326899 0.222144307 [10,] 0.31201593 0.32091827 0.38571519 0.34611358 0.40209228 0.294532285 [11,] 0.23533095 0.24204534 0.29091695 0.26104833 0.30326899 0.222144307 [12,] 0.23533095 0.24204534 0.29091695 0.26104833 0.30326899 0.222144307 [13,] -0.15588446 -0.16033211 -0.19270492 -0.17291979 -0.20088698 -0.147149556 [14,] -0.22968513 -0.23623843 -0.28393756 -0.25478553 -0.29599327 -0.216814844 [15,] 0.23533095 0.24204534 0.29091695 0.26104833 0.30326899 0.222144307 [16,] -0.19145489 -0.19691742 -0.23667721 -0.21237742 -0.24672629 -0.180726818 [17,] -0.13957907 -0.14356150 -0.17254814 -0.15483252 -0.17987436 -0.131757833 [18,] -0.06179842 -0.06356164 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-0.427002774 -0.311279191 -0.386025314 [26,] 0.021261204 0.115686934 0.001262687 [27,] 0.129635848 0.238899388 0.141273498 [28,] 0.174946094 0.244807638 0.217041695 [29,] -0.008643616 0.036717987 0.003262477 [30,] -0.451294950 -0.270325468 -0.434689907 [31,] 0.007989773 0.028644559 0.005121941 [32,] 0.129635848 0.238899388 0.141273498 [33,] -0.053953862 0.030809737 -0.072505719 [34,] -0.320743712 -0.095856700 -0.229090065 [35,] -0.467928339 -0.262252039 -0.436549371 [36,] 0.129635848 0.238899388 0.141273498 [37,] -0.467928339 -0.262252039 -0.436549371 [38,] 0.129635848 0.238899388 0.141273498 [39,] -0.317892026 -0.257873141 -0.306466063 [40,] 0.103410334 -0.003033164 0.074148043 [41,] -0.584773392 -0.453398816 -0.531752722 [42,] -0.053953862 0.030809737 -0.072505719 [43,] -0.243282926 -0.131240169 -0.243867637 [44,] -0.467928339 -0.262252039 -0.436549371 [45,] -0.304201839 -0.172789367 -0.295932914 [46,] -0.467928339 -0.262252039 -0.436549371 [47,] -0.504424938 -0.372805590 -0.511571596 [48,] -0.094687051 -0.005313676 -0.117340018 [49,] -0.442858409 -0.251818534 -0.412067905 [50,] 0.007989773 0.028644559 0.005121941 [51,] -0.358817591 -0.208845989 -0.356990120 [52,] -0.008643616 0.036717987 0.003262477 [53,] -0.211724480 -0.111309888 -0.218233127 [54,] -0.559917623 -0.311521729 -0.486899657 [55,] -0.188593394 -0.095934649 -0.199100619 [56,] -0.467928339 -0.262252039 -0.436549371 [57,] -1.074605682 -0.714244372 -0.948484715 [58,] -0.094687051 -0.005313676 -0.117340018 [59,] -0.442858409 -0.251818534 -0.412067905 [60,] -0.094687051 -0.005313676 -0.117340018 [61,] -0.442858409 -0.251818534 -0.412067905 [62,] -0.008643616 0.036717987 0.003262477 [63,] -0.467928339 -0.262252039 -0.436549371 [64,] -0.559917623 -0.311521729 -0.486899657 [65,] -0.585416140 -0.336305399 -0.510672657 [66,] -0.585416140 -0.336305399 -0.510672657 [67,] -0.585416140 -0.336305399 -0.510672657 [68,] -0.436443673 -0.241570657 -0.394624673 [69,] -0.436443673 -0.241570657 -0.394624673 [70,] -0.442858409 -0.251818534 -0.412067905 [71,] -0.442858409 -0.251818534 -0.412067905 [72,] -0.341796238 -0.180015309 -0.313916966 [73,] -0.299874218 -0.149416568 -0.281667791 [74,] -0.299874218 -0.149416568 -0.281667791 [75,] -0.008643616 0.036717987 0.003262477 [76,] -0.208781278 -0.204467090 -0.226906812 [77,] -0.195868845 -0.170770545 -0.192190536 [78,] -0.317892026 -0.257873141 -0.306466063 [79,] -0.317892026 -0.257873141 -0.306466063 [80,] -0.005700414 -0.056439215 -0.005411208 [81,] -0.317892026 -0.257873141 -0.306466063 [82,] -0.005700414 -0.056439215 -0.005411208 [83,] -0.005700414 -0.056439215 -0.005411208 [84,] -0.005700414 -0.056439215 -0.005411208 [85,] -0.317892026 -0.257873141 -0.306466063 [86,] -0.317892026 -0.257873141 -0.306466063 [87,] -0.091743848 -0.098470878 -0.126013703 [88,] -0.317892026 -0.257873141 -0.306466063 [89,] -0.317892026 -0.257873141 -0.306466063 [90,] -0.317892026 -0.257873141 -0.306466063 [91,] -0.317892026 -0.257873141 -0.306466063 [92,] -0.317892026 -0.257873141 -0.306466063 [93,] -0.317892026 -0.257873141 -0.306466063 [94,] -0.317892026 -0.257873141 -0.306466063 [95,] -0.317892026 -0.257873141 -0.306466063 [96,] -0.317892026 -0.257873141 -0.306466063 [97,] -0.317892026 -0.257873141 -0.306466063 [98,] -0.317892026 -0.257873141 -0.306466063 [99,] -0.317892026 -0.257873141 -0.306466063 [100,] -0.398387530 -0.198191708 -0.351717119 $P [,1] [,2] [,3] [1,] -0.34462436 0.659943099 -0.406184100 [2,] 0.78887817 -0.203214165 0.358094128 [3,] -0.02205069 0.012601901 -0.296790991 [4,] -0.02008223 -0.042538771 0.004356142 [5,] -0.04056142 -0.035251861 0.108944036 [6,] -0.11556083 0.079036799 0.544385973 [7,] 0.08576894 0.008079119 0.337819782 [8,] -0.09794206 -0.043582397 0.113072204 [9,] 0.06891846 0.130902823 -0.304395448 [10,] 0.08833323 -0.308149864 -0.385131029 [11,] -0.01915243 0.020896553 -0.111688342 [12,] 0.10001445 0.030782669 -0.278995467 [13,] -0.31637469 0.011527477 0.052354029 [14,] 0.51830445 0.758737526 0.440430600 [15,] 0.07552383 0.014611207 -0.099466709 [16,] 0.19690394 0.026611726 -0.020782665 $Q [,1] [,2] [,3] [1,] 0.4190941 0.12510536 -0.2852807 [2,] 0.4310515 0.16344867 -0.3619872 [3,] 0.5180856 0.28308839 -0.4718811 [4,] 0.4648934 0.25186058 -0.5347789 [5,] 0.5400830 0.31313364 -0.5264421 [6,] 0.3956103 0.20160375 -0.5564754 [7,] 0.4539004 0.20726307 -0.6167990 [8,] 0.4618608 0.25969228 -0.6542214 [9,] 0.5085891 0.22052626 -0.7993083 [10,] 0.4277615 0.20064280 -0.6041128 [11,] 0.6222028 0.17675832 -0.7963054 [12,] 0.4179870 -0.04241336 -0.6246942 [13,] 0.4026344 -0.03565455 -0.6432378 [14,] 0.4354209 -0.01290868 -0.8522141 [15,] 0.3665436 -0.22505374 -0.4125455 [16,] 0.5184210 -0.21673607 -0.6902042 [17,] 0.3690024 -0.23196357 -0.2871295 [18,] 0.4061226 -0.29318927 -0.4742117 [19,] 0.4616199 -0.28768745 -0.5515558 [20,] 0.3749635 -0.31878080 -0.4334831 [21,] 0.5230793 -0.27258513 -0.5362814 [22,] 0.3265708 -0.32236928 -0.3939360 [23,] 0.4900993 -0.28799975 -0.4035339 $T [,1] [,2] [,3] [1,] -0.22748676 -0.122591939 -0.302322638 [2,] -0.22748676 -0.122591939 -0.302322638 [3,] -0.22748676 -0.122591939 -0.302322638 [4,] 0.73755195 0.503240093 0.417562246 [5,] 0.12003047 -0.302290755 -0.661120960 [6,] 0.74722851 -0.370053508 -0.597061637 [7,] 0.12003047 -0.302290755 -0.661120960 [8,] 0.56152299 -0.829993392 0.244514678 [9,] 0.56152299 -0.829993392 0.244514678 [10,] 0.74450096 -0.912152262 -0.032903302 [11,] 0.56152299 -0.829993392 0.244514678 [12,] 0.56152299 -0.829993392 0.244514678 [13,] -0.37195578 -0.237004984 0.160545367 [14,] -0.54805150 -0.021682788 0.118991107 [15,] 0.56152299 -0.829993392 0.244514678 [16,] -0.45683036 -0.389271448 0.299766579 [17,] -0.33304951 0.782128006 -0.384096383 [18,] -0.14745717 -0.069025367 -0.331019534 [19,] -0.06258885 -0.762885839 0.144712763 [20,] -0.46894986 -0.208185474 0.293647664 [21,] -0.23393106 0.082929354 -0.101920595 [22,] 0.11730292 -0.844389509 -0.096962625 [23,] 0.37030460 -0.140131959 0.049694102 [24,] 0.13814094 -0.018711807 -0.599796084 [25,] 0.02469826 0.356144334 0.240456093 [26,] -0.09555126 -0.386881313 -0.335037099 [27,] 0.11730292 -0.844389509 -0.096962625 [28,] 0.56152299 -0.829993392 0.244514678 [29,] 0.37030460 -0.140131959 0.049694102 [30,] -0.49352134 0.119411946 -0.099380517 [31,] 0.39326699 0.015166601 -0.037861272 [32,] 0.11730292 -0.844389509 -0.096962625 [33,] -0.07391548 -0.154528076 -0.291783200 [34,] -0.09508174 -0.712007906 0.468412773 [35,] -0.51648373 -0.035886614 -0.011825142 [36,] 0.11730292 -0.844389509 -0.096962625 [37,] -0.51648373 -0.035886614 -0.011825142 [38,] 0.11730292 -0.844389509 -0.096962625 [39,] 0.13976059 0.520780113 0.065545506 [40,] 0.88202097 0.617653138 -0.045305759 [41,] -0.04321737 0.602938983 0.342963486 [42,] -0.07391548 -0.154528076 -0.291783200 [43,] -0.17201887 0.079897259 -0.153586432 [44,] -0.51648373 -0.035886614 -0.011825142 [45,] -0.23393106 0.082929354 -0.101920595 [46,] -0.51648373 -0.035886614 -0.011825142 [47,] -0.44811185 0.617492228 -0.209185796 [48,] -0.14745717 -0.069025367 -0.331019534 [49,] -0.43513149 -0.008943521 0.007081831 [50,] 0.39326699 0.015166601 -0.037861272 [51,] -0.40142139 0.128749164 -0.186735730 [52,] 0.37030460 -0.140131959 0.049694102 [53,] -0.14183111 0.092266573 -0.189275808 [54,] -0.46894986 -0.208185474 0.293647664 [55,] -0.12101105 0.095668621 -0.213829870 [56,] -0.51648373 -0.035886614 -0.011825142 [57,] -0.89340765 0.194034935 0.634930597 [58,] -0.14745717 -0.069025367 -0.331019534 [59,] -0.43513149 -0.008943521 0.007081831 [60,] -0.14745717 -0.069025367 -0.331019534 [61,] -0.43513149 -0.008943521 0.007081831 [62,] 0.37030460 -0.140131959 0.049694102 [63,] -0.51648373 -0.035886614 -0.011825142 [64,] -0.46894986 -0.208185474 0.293647664 [65,] -0.47247518 -0.156959764 0.311718641 [66,] -0.47247518 -0.156959764 0.311718641 [67,] -0.47247518 -0.156959764 0.311718641 [68,] -0.36981346 -0.085108472 0.097544055 [69,] -0.36981346 -0.085108472 0.097544055 [70,] -0.43513149 -0.008943521 0.007081831 [71,] -0.43513149 -0.008943521 0.007081831 [72,] -0.25997964 -0.071714006 0.021377373 [73,] -0.25380725 -0.073024406 -0.050107813 [74,] -0.25380725 -0.073024406 -0.050107813 [75,] 0.37030460 -0.140131959 0.049694102 [76,] 0.25482293 0.685415891 -0.109365081 [77,] 0.31799863 0.457354428 0.044098454 [78,] 0.13976059 0.520780113 0.065545506 [79,] 0.13976059 0.520780113 0.065545506 [80,] 0.76695864 0.453017360 0.129604828 [81,] 0.13976059 0.520780113 0.065545506 [82,] 0.76695864 0.453017360 0.129604828 [83,] 0.76695864 0.453017360 0.129604828 [84,] 0.76695864 0.453017360 0.129604828 [85,] 0.13976059 0.520780113 0.065545506 [86,] 0.13976059 0.520780113 0.065545506 [87,] 0.24919687 0.524123951 -0.251108808 [88,] 0.13976059 0.520780113 0.065545506 [89,] 0.13976059 0.520780113 0.065545506 [90,] 0.13976059 0.520780113 0.065545506 [91,] 0.13976059 0.520780113 0.065545506 [92,] 0.13976059 0.520780113 0.065545506 [93,] 0.13976059 0.520780113 0.065545506 [94,] 0.13976059 0.520780113 0.065545506 [95,] 0.13976059 0.520780113 0.065545506 [96,] 0.13976059 0.520780113 0.065545506 [97,] 0.13976059 0.520780113 0.065545506 [98,] 0.13976059 0.520780113 0.065545506 [99,] 0.13976059 0.520780113 0.065545506 [100,] -0.34176803 -0.224635670 0.124855992 $R [,1] [,2] [,3] [1,] -0.191218397 0.6898614336 -0.194820576 [2,] 0.627198043 -0.0677627530 0.064059322 [3,] 0.109436277 0.0033438387 -0.316654314 [4,] 0.003086197 -0.0006551999 -0.035742593 [5,] -0.084874578 -0.1522664643 0.139221212 [6,] -0.376923919 0.2299215491 0.646755740 [7,] -0.029406685 0.0502227335 0.287957418 [8,] -0.215581736 -0.0845905586 0.326083861 [9,] 0.115062334 0.1646357783 -0.174910587 [10,] 0.182977969 -0.0821588699 -0.277417980 [11,] 0.022962391 0.1552985597 -0.087555375 [12,] 0.212056415 0.1358162682 -0.308012884 [13,] -0.259590281 0.0364825918 0.002540078 [14,] 0.396654043 0.5931493185 0.079910726 [15,] 0.112920012 0.0127392666 -0.111909275 [16,] 0.178238038 -0.0634256847 -0.021447052 $meanX ArcA CRP CysB FadR FruR GatR IclR LeuO Lrp NarL PhoB PurR RpoE -0.12 0.21 0.05 0.02 0.01 -0.03 -0.01 0.04 0.02 0.08 0.06 -0.02 0.09 RpoS TrpR TyrR 0.29 -0.02 -0.05 > > > > > cleanEx(); ..nameEx <- "pls.regression.cv" > > ### * pls.regression.cv > > flush(stderr()); flush(stdout()) > > ### Name: pls.regression.cv > ### Title: Determination of the number of latent components to be used in > ### PLS regression > ### Aliases: pls.regression.cv > ### Keywords: multivariate > > ### ** Examples > > # load plsgenomics library > library(plsgenomics) > > # load Ecoli data > data(Ecoli) > > # determine the best number of components for PLS regression using the cross-validation approach > # choose the best number from 1,2,3,4 > pls.regression.cv(Xtrain=Ecoli$CONNECdata,Ytrain=Ecoli$GEdata,ncomp=4,nruncv=20) [1] 1 > # choose the best number from 2,3 > pls.regression.cv(Xtrain=Ecoli$CONNECdata,Ytrain=Ecoli$GEdata,ncomp=c(2,3),nruncv=20) [1] 2 > > > > > cleanEx(); ..nameEx <- "variable.selection" > > ### * variable.selection > > flush(stderr()); flush(stdout()) > > ### Name: variable.selection > ### Title: Variable selection using the PLS weights > ### Aliases: variable.selection > ### Keywords: multivariate > > ### ** Examples > > # load plsgenomics library > library(plsgenomics) > > # generate X and Y (4 observations and 3 variables) > X<-matrix(c(4,3,3,4,1,0,6,7,3,5,5,9),4,3,byrow=FALSE) > Y<-c(1,1,2,2) > > # select the 2 best variables > variable.selection(X,Y,nvar=2) [1] 2 3 > # order the 3 variables > variable.selection(X,Y) [1] 2 3 1 > > # load the leukemia data > data(leukemia) > > # select the 50 best variables from the leukemia data > variable.selection(leukemia$X,leukemia$Y,nvar=50) [1] 829 378 2124 808 2489 394 2670 1009 1995 937 1448 2939 1413 1907 2663 [16] 766 717 1778 1042 2702 2198 523 1811 2600 849 1676 2664 848 2761 561 [31] 2750 1037 515 2386 2499 894 2714 1141 2752 1883 988 1911 1834 2958 746 [46] 1524 2101 1977 2813 792 > > > > > ### *