if (params$tipo=="pca"){
source("PCA.R")
df<-read.csv(file=params$data, header=TRUE, sep=",")
PCA(df)
} else if (params$tipo=="fa"){
source("FA.R")
df<-read.csv(file=params$data, header=TRUE, sep=",")
FA(df,params$factores)
}
## Loading required package: dplyr
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
## Loading required package: ggplot2
## Loading required package: lmtest
## Loading required package: zoo
##
## Attaching package: 'zoo'
## The following objects are masked from 'package:base':
##
## as.Date, as.Date.numeric
## Loading required package: corrplot
## corrplot 0.84 loaded
## Loading required package: ggcorrplot
## Loading required package: DataExplorer
## Loading required package: Amelia
## Loading required package: Rcpp
## ##
## ## Amelia II: Multiple Imputation
## ## (Version 1.7.5, built: 2018-05-07)
## ## Copyright (C) 2005-2019 James Honaker, Gary King and Matthew Blackwell
## ## Refer to http://gking.harvard.edu/amelia/ for more information
## ##
## Loading required package: naniar
## Loading required package: GPArotation
## $Importance
## PC1 PC2 PC3 PC4 PC5
## Standard deviation 2.317668 1.451801 1.193455 0.8228989 0.6554041
## Proportion of Variance 0.488330 0.191610 0.129480 0.0615600 0.0390500
## Cumulative Proportion 0.488330 0.679940 0.809420 0.8709800 0.9100300
## PC6 PC7 PC8 PC9 PC10
## Standard deviation 0.5091761 0.4880598 0.4271943 0.3856141 0.3126846
## Proportion of Variance 0.0235700 0.0216500 0.0165900 0.0135200 0.0088900
## Cumulative Proportion 0.9336000 0.9552600 0.9718500 0.9853700 0.9942500
## PC11
## Standard deviation 0.2514102
## Proportion of Variance 0.0057500
## Cumulative Proportion 1.0000000
##
## $Components
## PC1 PC2 PC3 PC4 PC5
## X0.48 0.3828017 -0.12670267 0.014814238 -0.01659580 0.45534745
## X5.234 0.3840070 0.03414927 -0.018907388 0.12421263 0.49798539
## X2.62 -0.1104791 0.07562008 -0.747423170 -0.27720934 0.14887064
## X2.857 -0.3154218 -0.37696772 0.031215076 -0.28744588 0.19542277
## X0.803 -0.2522924 -0.30795991 -0.464006528 0.03791647 0.17315452
## X13.897 0.2991748 -0.44365930 0.015065989 -0.06191874 0.01564676
## X0.326 0.2983227 -0.35523786 -0.005408489 -0.32668683 -0.47919433
## X0.902 -0.1951335 -0.57215510 0.167160253 0.04445242 -0.02918783
## X0.164 0.2294520 -0.23857627 -0.332964726 0.74706395 -0.21921127
## X0.183 0.3428061 0.16561657 -0.288869323 -0.26114955 -0.37789250
## X4.155 0.3793551 -0.07335835 0.044670282 -0.29077503 0.18098054
## PC6 PC7 PC8 PC9 PC10
## X0.48 -0.14023648 0.01614663 0.07233625 -0.690757215 0.35486068
## X5.234 0.39147661 0.09986979 -0.20985462 0.129737539 -0.59737990
## X2.62 0.07346313 0.45344434 -0.18936449 0.118928950 0.24664817
## X2.857 -0.43867505 0.17595013 -0.05295181 -0.136091977 -0.45044926
## X0.803 0.14392505 -0.73072015 0.13404705 -0.048901492 -0.08294699
## X13.897 0.31605757 0.09297374 0.44155931 0.343301414 0.24354310
## X0.326 0.21705220 -0.13477063 -0.58583221 -0.196716193 -0.01720446
## X0.902 0.08413003 0.34978154 0.15803101 0.009342654 -0.02707277
## X0.164 -0.35845402 0.11403176 -0.13383272 0.026980354 -0.05943208
## X0.183 -0.11372540 0.05623636 0.55150096 -0.211725645 -0.41401039
## X4.155 -0.55948912 -0.23221330 -0.09425910 0.518430389 0.10635860
## PC11
## X0.48 -0.03663325
## X5.234 -0.08145749
## X2.62 -0.05079530
## X2.857 0.43473113
## X0.803 -0.11349242
## X13.897 0.47819965
## X0.326 0.03100766
## X0.902 -0.66975516
## X0.164 0.09872011
## X0.183 -0.15532593
## X4.155 -0.27475567
##
## $x
## PC1 PC2 PC3 PC4 PC5
## [1,] -5.41826453 -2.11447020 3.05348635 -0.71553675 0.009562641
## [2,] -1.03485753 -1.57412962 0.90571835 -0.58574982 -0.618094074
## [3,] 2.12397019 -0.16717305 0.59666033 1.06992496 1.533220300
## [4,] 1.70349238 1.44037285 -0.02233305 0.68664987 -0.310314422
## [5,] -1.69818269 2.02978270 -0.47993423 1.02914955 0.983477387
## [6,] -0.04612204 -3.76145097 1.34539359 0.62588636 -0.836951106
## [7,] 1.77587147 1.35207910 0.90671114 0.55302528 -1.068640641
## [8,] 1.36108486 0.33388590 1.68325776 -0.30708749 1.072136316
## [9,] -0.64518809 1.06308320 1.51150113 -0.25073730 0.264527139
## [10,] 3.09775439 -0.65408073 -1.82206527 -2.42424208 -1.385242068
## [11,] 1.76807693 0.79169800 -0.71138004 0.26581997 -0.261552976
## [12,] 0.21925870 -0.78862554 -0.51612345 0.54058532 -0.532359781
## [13,] -1.71425956 1.80999345 0.96436094 0.30507004 -0.439399545
## [14,] 0.31953695 -1.50140072 -0.37049944 0.33122247 0.387135553
## [15,] -0.06929641 1.04432790 -1.26786259 -0.91786313 -0.305499978
## [16,] 2.18826402 1.29104589 -0.19558777 0.51291710 -0.131478759
## [17,] -2.52303064 0.79149758 -1.22106771 -1.05317261 0.012173817
## [18,] 2.37262785 0.13135027 3.20531603 -1.43346768 0.888641571
## [19,] -3.13076237 -0.78100973 -0.00367178 -1.18264482 -0.532051861
## [20,] -2.01785115 -0.64862729 -1.29534712 0.51714149 -0.191822198
## [21,] -0.52450610 -1.37872553 -1.89453432 0.06993125 1.203772401
## [22,] 1.28749887 -0.08527518 0.18110236 1.16977562 -0.430413754
## [23,] -1.32981515 2.33068587 0.57114187 0.42308654 -0.267765726
## [24,] 0.85792027 -2.13745796 -0.70142074 1.04000234 -0.133319691
## [25,] -3.42932993 -0.48363979 -1.30948051 0.01613377 0.585723576
## [26,] 4.48512017 1.51348350 -1.38519843 -1.46173396 1.211811429
## [27,] 1.05264803 0.38883892 0.77418524 -0.64229197 0.418012596
## [28,] -0.53107866 -0.76879245 0.34203453 1.35309303 0.544600630
## [29,] -1.99288944 1.26752594 1.28425444 -0.63869373 -0.001672606
## [30,] 3.72685065 -1.67455261 -0.07258202 0.19804910 0.931337916
## [31,] 0.36319821 -0.78712402 0.27742970 0.12670171 -0.494739764
## [32,] 0.93991467 -1.52856687 0.65742595 -0.66064645 -0.324551956
## [33,] -0.48136047 1.28285165 -0.60396077 1.13820758 -0.544121077
## [34,] 0.31024392 0.68971446 -2.22930230 -0.58569823 0.467500141
## [35,] -5.61945563 -0.87627398 -1.58506086 -0.01213578 -0.021438053
## [36,] 1.72708759 1.73126750 -1.04825847 1.15930797 -0.738892671
## [37,] -0.98181839 1.28783980 -1.39992246 -0.79977715 -0.653550502
## [38,] 1.70887607 -2.07099439 -1.24163452 -0.34092741 0.373041426
## [39,] 2.83671240 0.08580623 -0.58120243 -0.25399475 -0.028663063
## [40,] 4.42014044 -0.54888484 1.10491051 0.93398094 -0.797950642
## [41,] 1.43799157 -1.52947040 0.42019201 0.73235082 -0.839883539
## [42,] 0.18217866 0.30105159 0.69915251 -0.64152583 0.472335080
## [43,] -2.72726614 -1.43548375 -1.17766985 0.41624741 -0.184827443
## [44,] -3.94256301 1.82339595 0.31385803 0.85981467 0.362642439
## [45,] -0.97443954 0.38633409 0.73081894 -0.85152684 -0.401856632
## [46,] -0.42444130 -2.66819202 -0.34826504 -0.18351112 0.802920598
## [47,] -0.31478394 0.76019836 0.06053622 0.54710033 0.492679058
## [48,] 2.45638179 1.44821911 1.13931398 -0.37475837 -0.542355805
## [49,] -3.15113830 2.58807180 0.75560327 -0.30345224 0.002158319
## PC6 PC7 PC8 PC9 PC10
## [1,] -0.078745528 -0.02600373 -0.31382210 -0.63908002 0.06318665
## [2,] 0.273715930 -0.08892525 0.54780415 0.59920505 -0.27144017
## [3,] -0.455118877 1.06216134 -0.54613539 -0.25221479 -0.82242553
## [4,] -1.148757104 -0.87193926 -0.13209515 0.06343729 0.25748562
## [5,] 0.104694110 0.05018377 -0.26052457 -0.32759720 0.17698841
## [6,] 0.212494405 -0.22071655 0.05659519 -0.25162974 0.10770089
## [7,] 0.295329453 -0.03359194 0.54727917 -0.42576976 -0.46870890
## [8,] 0.737540386 -0.40263059 0.75771683 0.61038843 -0.17318540
## [9,] -0.657068433 0.36373650 0.84081057 0.38263247 -0.10191015
## [10,] -0.643354408 -0.82041951 -0.25313517 0.03436644 -0.37040256
## [11,] -0.348485916 0.09848312 0.39235378 0.39304866 -0.32839310
## [12,] -0.297110092 0.78321487 -0.22960138 0.45338584 0.45757035
## [13,] 0.159004737 -1.17367779 0.48602549 -0.33592842 -0.02490451
## [14,] 0.180060924 -0.63127691 0.30296134 0.53012400 0.26855026
## [15,] 0.078290601 0.74248488 0.64029612 -0.29577672 0.10646066
## [16,] 0.332359602 -0.15760206 -0.51977622 -0.24168154 0.30550973
## [17,] -0.601652551 -0.08274011 -0.28106537 0.04583308 -0.15776135
## [18,] 0.534154047 -0.26611512 -0.46812978 0.67913106 -0.06695803
## [19,] -0.231663509 0.22405899 -0.11604002 0.04783985 0.02770857
## [20,] 0.001712943 0.26036477 -0.79803409 -0.10685136 -0.07170577
## [21,] 0.697265967 -0.55542714 0.12735141 -0.35246009 -0.08351892
## [22,] 0.125230006 0.38417163 0.59547350 0.13640608 0.18544126
## [23,] -0.287015092 0.14713047 0.12854654 0.11136239 0.07720524
## [24,] -0.903474476 -0.08729086 0.26804003 0.31240946 0.69266409
## [25,] -0.370931081 -1.21749749 -0.21553366 0.43639643 -0.23129188
## [26,] -0.124100848 -0.14016655 -0.25931286 -0.09931553 0.05299708
## [27,] -0.271531592 0.08858621 0.35812976 0.38912703 0.53836129
## [28,] -0.508149153 -0.22207720 0.31994957 -0.34903121 -0.37701931
## [29,] -1.023418258 0.62227653 -0.43298916 -0.03747542 -0.05354096
## [30,] -0.323315598 -0.37366256 -0.01370490 -0.97390642 0.05460553
## [31,] 0.437835702 0.62472162 -0.82634067 0.41073353 0.46673881
## [32,] 0.673855748 -0.11300651 -0.83242109 -0.22446796 0.31906894
## [33,] -0.053363237 0.21170311 -0.66116057 0.75061342 -0.42772137
## [34,] 0.266102215 0.47622835 0.57830483 -0.27934588 0.58566677
## [35,] 0.502700346 -0.17355441 0.05064724 0.24314176 -0.09018900
## [36,] 1.353148256 -0.44052327 -0.36074609 -0.05070275 0.16048292
## [37,] 0.245257019 0.41856080 0.25969783 -0.19245476 -0.16367604
## [38,] 0.450665841 0.77561350 0.43924516 -0.02631428 -0.03437335
## [39,] 0.248056935 0.13932932 -0.20992176 0.11460240 -0.56260633
## [40,] -0.606428358 0.17882523 -0.04237822 -0.03582528 0.17486046
## [41,] 0.591785224 -0.06644972 0.22563577 -0.30813643 -0.48323014
## [42,] 0.858948009 0.57187760 0.05472461 0.32326695 0.14526132
## [43,] -0.062163204 0.48926095 0.14055100 0.24648937 -0.50533531
## [44,] 0.323377799 -0.30622421 -0.12689726 -0.05895014 0.12630134
## [45,] -0.185976755 0.27770851 0.46542547 -0.96014410 0.16769397
## [46,] -0.430109198 -0.11079827 -0.17328446 -0.12803402 0.05664579
## [47,] -0.433622970 -0.37034625 0.09262748 0.19903182 0.22427297
## [48,] 0.091415941 -0.29798806 -0.47778494 -0.23236635 -0.05600785
## [49,] 0.270554092 0.25996927 -0.12535796 -0.32751266 0.12687703
## PC11
## [1,] -0.13050764
## [2,] -0.97633311
## [3,] -0.14636718
## [4,] -0.07578902
## [5,] 0.23331996
## [6,] 0.23557677
## [7,] 0.15547163
## [8,] 0.01732488
## [9,] -0.36330275
## [10,] 0.11006993
## [11,] 0.28782496
## [12,] 0.03399956
## [13,] 0.34253176
## [14,] 0.03580663
## [15,] -0.20760762
## [16,] -0.37208185
## [17,] 0.14910875
## [18,] 0.07603229
## [19,] 0.14097249
## [20,] -0.54278713
## [21,] 0.01788219
## [22,] -0.05346199
## [23,] -0.11872640
## [24,] -0.10492947
## [25,] -0.05622448
## [26,] -0.14238006
## [27,] 0.08733622
## [28,] 0.09556559
## [29,] 0.06211678
## [30,] -0.14264947
## [31,] 0.28742483
## [32,] -0.02527154
## [33,] 0.13176630
## [34,] -0.25125387
## [35,] -0.05948787
## [36,] -0.26475832
## [37,] 0.35001594
## [38,] 0.35094172
## [39,] -0.12588372
## [40,] 0.06676863
## [41,] -0.03770306
## [42,] 0.44423726
## [43,] 0.17187341
## [44,] 0.19252575
## [45,] 0.08987215
## [46,] 0.11514545
## [47,] 0.20352908
## [48,] 0.03765831
## [49,] -0.32519269
##
## $Screeplot
##
## $CStructure
##
## $Correlations
