R version 2.13.0 (2011-04-13) Copyright (C) 2011 The R Foundation for Statistical Computing ISBN 3-900051-07-0 Platform: i486-pc-linux-gnu (32-bit) R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > par5 = 'COLLES actuals' > par4 = 'all' > par3 = 'all' > par2 = 'all' > par1 = '2' > par5 <- 'COLLES actuals' > par4 <- 'all' > par3 <- 'all' > par2 <- 'all' > par1 <- '2' > #'GNU S' R Code compiled by R2WASP v. 1.2.291 () > #Author: root > #To cite this work: Wessa P., 2012, Factor Analysis for Information Management 2 (v1.0.7) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_factor_analysis.wasp/ > #Source of accompanying publication: > # > library(psych) > x <- as.data.frame(read.table(file='http://www.wessa.net/download/utaut.csv',sep=',',header=T)) > x$U25 <- 6-x$U25 > if(par2 == 'female') x <- x[x$Gender==0,] > if(par2 == 'male') x <- x[x$Gender==1,] > if(par3 == 'prep') x <- x[x$Pop==1,] > if(par3 == 'bachelor') x <- x[x$Pop==0,] > if(par4 != 'all') { + x <- x[x$Year==as.numeric(par4),] + } > cAc <- with(x,cbind( A1, A2, A3, A4, A5, A6, A7, A8, A9,A10)) > cAs <- with(x,cbind(A11,A12,A13,A14,A15,A16,A17,A18,A19,A20)) > cA <- cbind(cAc,cAs) > cCa <- with(x,cbind(C1,C3,C5,C7, C9,C11,C13,C15,C17,C19,C21,C23,C25,C27,C29,C31,C33,C35,C37,C39,C41,C43,C45,C47)) > cCp <- with(x,cbind(C2,C4,C6,C8,C10,C12,C14,C16,C18,C20,C22,C24,C26,C28,C30,C32,C34,C36,C38,C40,C42,C44,C46,C48)) > cC <- cbind(cCa,cCp) > cU <- with(x,cbind(U1,U2,U3,U4,U5,U6,U7,U8,U9,U10,U11,U12,U13,U14,U15,U16,U17,U18,U19,U20,U21,U22,U23,U24,U25,U26,U27,U28,U29,U30,U31,U32,U33)) > cE <- with(x,cbind(BC,NNZFG,MRT,AFL,LPM,LPC,W,WPA)) > cX <- with(x,cbind(X1,X2,X3,X4,X5,X6,X7,X8,X9,X10,X11,X12,X13,X14,X15,X16,X17,X18)) > if (par5=='ATTLES connected') x <- cAc > if (par5=='ATTLES separate') x <- cAs > if (par5=='ATTLES all') x <- cA > if (par5=='COLLES actuals') x <- cCa > if (par5=='COLLES preferred') x <- cCp > if (par5=='COLLES all') x <- cC > if (par5=='CSUQ') x <- cU > if (par5=='Learning Activities') x <- cE > if (par5=='Exam Items') x <- cX > ncol <- length(x[1,]) > for (jjj in 1:ncol) { + x <- x[!is.na(x[,jjj]),] + } > par1 <- as.numeric(par1) > nrows <- length(x[,1]) > rownames(x) <- 1:nrows > y <- x > fit <- principal(y, nfactors=par1, rotate='varimax') > fit Principal Components Analysis Call: principal(r = y, nfactors = par1, rotate = "varimax") Standardized loadings based upon correlation matrix RC1 RC2 h2 u2 C1 0.59 0.07 0.35 0.65 C3 0.69 -0.01 0.48 0.52 C5 0.71 0.02 0.50 0.50 C7 0.69 0.01 0.48 0.52 C9 0.52 0.25 0.34 0.66 C11 0.54 0.23 0.34 0.66 C13 0.47 0.25 0.29 0.71 C15 0.48 0.25 0.29 0.71 C17 0.19 0.61 0.41 0.59 C19 0.03 0.62 0.38 0.62 C21 0.07 0.74 0.55 0.45 C23 0.22 0.64 0.46 0.54 C25 0.57 0.32 0.42 0.58 C27 0.42 0.31 0.27 0.73 C29 0.59 0.18 0.38 0.62 C31 0.45 0.29 0.29 0.71 C33 0.28 0.62 0.47 0.53 C35 0.25 0.63 0.46 0.54 C37 0.29 0.61 0.45 0.55 C39 0.10 0.55 0.31 0.69 C41 0.53 0.32 0.38 0.62 C43 0.52 0.33 0.37 0.63 C45 0.61 0.18 0.40 0.60 C47 0.55 0.25 0.36 0.64 RC1 RC2 SS loadings 5.40 4.04 Proportion Var 0.23 0.17 Cumulative Var 0.23 0.39 Test of the hypothesis that 2 factors are sufficient. The degrees of freedom for the null model are 276 and the objective function was 8.94 The degrees of freedom for the model are 229 and the objective function was 2.59 The number of observations was 823 with Chi Square = 2101.69 with prob < 1.7e-299 Fit based upon off diagonal values = 0.92> fs <- factor.scores(y,fit) > fs RC1 RC2 1 0.5284173619 -0.366942326 2 0.1086959767 0.818087232 3 0.1939413868 0.861471570 4 -0.4298422206 1.179087417 5 0.8242361578 0.796392167 6 0.5723672101 0.015152218 7 -0.9441838709 0.393340083 8 0.7926365906 0.418230995 9 -0.1282651557 0.284150662 10 0.2261076897 -0.204595719 11 1.6821008250 -0.098140934 12 1.1730567164 -1.828834393 13 1.9609935710 0.371437399 14 0.2466361037 -0.490971641 15 2.3605798056 -1.488996891 16 1.0179315828 -0.981639071 17 1.8181426727 -0.077602998 18 2.0745124105 1.169632117 19 -0.2604607537 0.670546229 20 0.6017801083 -0.604460559 21 -0.3966765187 -0.287680287 22 -0.6158434397 -0.965788718 23 -0.0838807389 -1.536502324 24 0.2724910317 0.327178337 25 0.5037906868 -0.560153957 26 2.5548366982 -2.413883470 27 1.1317114942 -0.351771086 28 2.5139603979 -0.601285116 29 0.1333895005 0.471662651 30 0.7678678791 -0.455873935 31 0.1578872354 -0.279946895 32 1.6662543673 0.360087834 33 1.0595718471 -0.660184088 34 0.2355263395 -0.160948534 35 1.3187237083 -1.940869122 36 1.0209033863 0.434961679 37 1.3878813943 -2.048770452 38 0.7866234931 0.332721943 39 0.8858634578 -0.063339121 40 -0.5683935572 -1.336091315 41 0.8053075038 0.109108169 42 0.3966767353 0.939785622 43 2.1874451126 -1.078502024 44 -0.0700855167 0.236320616 45 -0.2741266668 0.040636469 46 1.2743444170 -1.280944499 47 0.8741025840 -0.144833619 48 -0.7087325580 0.401446981 49 -0.0885186187 -1.970487232 50 0.9928705298 0.318367130 51 0.0797547796 -0.569375836 52 1.2261717529 -1.762993510 53 -0.3266972764 -0.563544752 54 1.0316829683 1.513439494 55 0.6273949628 -2.782699068 56 2.6264898360 0.059873082 57 1.7283748640 -1.184952543 58 1.2929924511 -1.852243787 59 1.0090570040 -0.056281623 60 0.2666143067 0.495149655 61 -0.2619648147 -0.738013771 62 1.4568032652 -0.966153109 63 -0.2792364574 -0.383584465 64 0.6796582884 -0.207486577 65 1.1781072750 1.008755862 66 1.4509770603 -0.924153589 67 0.3894842134 0.533739289 68 0.1939413868 0.861471570 69 0.0530673974 0.305862508 70 2.0013331021 -0.507981157 71 0.2823184726 0.489049019 72 1.4142729582 -1.003318567 73 0.8323025297 0.872543183 74 0.3929490383 0.376952877 75 -0.0182765302 -0.269754400 76 -1.0475015752 1.115384397 77 -0.2579501232 -1.036888758 78 0.5692449369 -1.265154492 79 1.2420442180 -2.704398576 80 0.9948982210 1.684382365 81 0.1959927495 0.117885254 82 0.0343787249 0.922168582 83 0.4092256935 -1.384884474 84 0.3005434643 0.608039377 85 0.8854896375 1.177506253 86 1.1656547975 -1.016074953 87 -0.9311823265 -1.211645179 88 -0.1299045914 -0.778762784 89 -1.4881407158 0.203658874 90 0.3818797701 0.993174555 91 0.3281900018 1.422843862 92 0.8713452531 0.139085099 93 -0.7014937902 0.658551835 94 -0.2715742699 0.800294167 95 0.5589240772 -2.762404493 96 -0.2341851422 -1.326445729 97 0.0404482665 1.033018900 98 0.3248033842 0.696135171 99 0.6281638594 -0.124512381 100 -1.1567235618 -0.051993969 101 0.9153628681 -0.661061284 102 1.8695071804 -2.384638825 103 0.0180461223 -0.842326340 104 -0.3840576610 -0.601147418 105 1.3714577165 -0.991957728 106 -0.0144169062 0.232790529 107 -1.7971938258 0.711167824 108 -1.4400454410 -1.112858316 109 -0.9166604888 0.021014007 110 0.6323640238 -0.224827510 111 -0.3779775747 0.536366145 112 -0.0872221082 -3.375531965 113 -0.4933413508 -0.875831509 114 0.3106739824 -1.215491532 115 0.1301768191 0.289854698 116 -0.6172874207 -0.926655778 117 1.3792237165 -1.237130328 118 0.2238476039 0.505127705 119 -0.3599583854 0.027222598 120 0.2968832213 -0.299272775 121 0.2528416881 -0.523267034 122 -0.0484769140 0.888926796 123 -0.3242908212 -0.931424081 124 0.2528313410 0.333163507 125 -1.0150359196 0.233035688 126 0.1585831655 1.231758159 127 0.4242657340 2.358596821 128 1.2447704756 -0.515230127 129 -0.6582025823 -0.780047558 130 -0.4451078802 0.636194452 131 -0.0567237784 -0.151629877 132 -0.7809515775 0.404846249 133 -0.4367341949 -0.290677692 134 1.3717887156 0.889117908 135 1.1120415798 -0.458672258 136 -0.4377585899 0.270820452 137 0.8813314576 -0.883848931 138 1.3034096322 -0.489148274 139 -0.4406332548 -0.336847862 140 0.0057651202 -0.051992056 141 1.8412744581 -0.585231881 142 -0.3156256622 0.244680347 143 0.8633711016 -1.544408902 144 0.4812844003 -0.446870515 145 0.1670871714 0.040474700 146 -2.1318964184 -0.015163541 147 2.0379417108 1.507051601 148 -0.1494508029 0.177441416 149 0.1955266802 -0.635760759 150 0.8160632977 -0.136490060 151 0.9234526946 1.782398372 152 2.2118940556 0.119200983 153 -2.1571042988 -0.921815414 154 1.4589832422 0.808839772 155 0.5248637094 -1.569985945 156 0.1818731883 0.353975377 157 0.6213028598 0.073225161 158 1.2884058479 -0.498340315 159 0.4194297851 -1.035752332 160 0.3805148619 0.286501491 161 -0.6355674718 -0.983987660 162 -0.0800586369 0.878866661 163 0.3007374389 -0.984234994 164 0.9986595091 1.778981908 165 0.3908392784 -1.442667747 166 0.4617276687 1.214061081 167 0.9179896547 -1.727347748 168 -0.8314211421 -2.907328491 169 -0.0390942819 0.356349597 170 0.1937061546 0.611715813 171 0.4536614280 -1.101255006 172 -0.1181760334 0.445880883 173 0.1112509957 -0.795910437 174 0.3182316938 0.316773539 175 0.1549774203 0.676352510 176 -0.3260556487 -0.095691032 177 1.7724379314 0.890446191 178 -1.7241796212 -0.377817782 179 0.6877864262 0.394936523 180 0.5596384470 0.248680086 181 -0.0782023414 1.453975372 182 -1.7971938258 0.711167824 183 0.4481072814 -0.361915356 184 1.0557267506 -0.622166966 185 2.0021132308 0.350635238 186 -1.2406285005 -0.786122119 187 -0.5998314407 1.293955805 188 0.4832850380 0.490550737 189 1.3444711192 1.259506996 190 0.1122261126 0.657765797 191 0.7213042851 -0.005538781 192 -0.0214836416 0.215291479 193 -1.4723370494 -0.321747187 194 1.5189256632 0.769685823 195 1.7042184683 -0.135017581 196 -0.0653252226 0.161929033 197 0.7245551507 0.062537170 198 -0.0224528941 0.802693824 199 -0.3891180121 1.672779369 200 0.6240914943 -0.140944950 201 1.0446788154 1.716079373 202 -0.0171958969 0.850894469 203 0.8882193658 0.025519180 204 -0.6545155428 -1.265222300 205 1.2618578877 0.493572010 206 -0.6502419788 0.986780137 207 0.7212060800 0.187976309 208 0.7584324376 -0.304866066 209 0.8331836023 -0.677729683 210 0.1378846053 -0.425513845 211 0.4604403964 -0.272333765 212 0.7513729914 0.636063456 213 0.9113068860 -1.366929324 214 -0.4884563256 0.801208798 215 1.1668633856 1.373279188 216 0.5468934074 0.261542125 217 -0.6520374911 0.278119950 218 -0.3838761630 -1.252018280 219 1.7537179955 -0.242450568 220 -0.0265214928 1.636584140 221 0.4552715976 -0.265639515 222 2.3276736879 0.473811901 223 0.3588567456 -0.323112418 224 0.2112612031 1.043077847 225 -1.1722493941 0.458655914 226 2.1216244683 1.246784720 227 0.6097417842 0.942128037 228 0.2420498154 -0.663937098 229 1.1230573931 0.778243634 230 0.0205634683 0.529377130 231 -2.4188046543 -2.298002152 232 0.3726166019 0.494812682 233 0.9809820389 1.149759713 234 -0.4463264081 1.329988141 235 0.8755783554 -1.356475861 236 0.4777805321 0.645326387 237 -0.6931377822 -0.281021286 238 1.2888559141 0.934188353 239 0.2156425050 -1.239382052 240 1.3473445457 0.236745861 241 0.1992864411 0.003794710 242 1.2012523849 2.039691147 243 0.8930306152 0.478622827 244 -0.2989276801 -0.710664747 245 0.6182487770 0.106572125 246 -0.6558729928 0.783394765 247 -0.1540937467 0.882339254 248 1.1816575989 -0.892181169 249 -1.0707107066 -0.049487081 250 1.2676813944 0.369006252 251 -0.3564764442 -0.487792525 252 1.0213774035 2.567778038 253 -0.8828273347 0.887485725 254 0.7495071665 0.093934450 255 0.5287296823 -0.171176685 256 1.1953732462 -0.319882760 257 -0.7764192522 -0.381816146 258 -1.6888965382 -0.353297799 259 1.0176048551 1.727707840 260 2.2434575213 0.257293852 261 -0.9806901848 0.329904110 262 0.5949658016 0.136736557 263 0.2577567305 -0.377292150 264 -1.2075633209 -0.596361692 265 -0.4303388638 0.268986869 266 1.9291556244 -1.531979058 267 1.0389764009 2.092942714 268 0.3387274401 0.771221356 269 0.6773843973 -1.137511292 270 0.7554562917 1.136222802 271 0.0580113531 2.237414243 272 0.2131034216 0.897580538 273 0.1141328035 -0.313535413 274 1.7362588773 1.942709059 275 0.5934597449 1.230177029 276 -0.3720219523 -0.929438436 277 1.0571601941 -0.319634251 278 -0.9459477472 1.535285981 279 0.2085297731 -0.141637081 280 0.2269337005 -3.109593776 281 1.6196145347 0.275004443 282 1.0155380636 0.317111810 283 0.1592098060 -0.368660608 284 1.6035453452 1.054949434 285 0.4017492417 0.726362848 286 -0.8331278255 -0.327684938 287 0.0949469225 -0.070917495 288 -1.0776219702 1.265914283 289 1.3406716248 1.948513596 290 0.3122054599 1.860197331 291 -0.1941898688 -0.298525232 292 0.4558933855 1.855510174 293 1.0210034020 0.119891248 294 0.8379681886 -1.128559989 295 0.6570437792 1.654703119 296 1.9454245448 -0.266240303 297 0.4730692847 0.599485706 298 1.8897403996 0.724085485 299 1.2158838208 0.417638804 300 0.2007063141 -1.463483194 301 1.8496208790 -0.384264612 302 -0.0208351973 0.705430503 303 -0.6465261186 0.201812974 304 1.4243715870 0.437717794 305 -1.2114147438 1.051465387 306 1.7366481557 1.028586556 307 1.0036583749 0.894652503 308 -1.2924825065 -0.957056175 309 0.4233215888 -0.107434518 310 -0.0228698852 0.600815282 311 1.0118997793 -0.966601073 312 -0.0552171776 -0.478253136 313 -1.2513584900 -0.756004214 314 -0.5310284103 0.917727202 315 -2.0539678602 0.300211900 316 -0.9562179313 0.502960187 317 1.8602198229 2.044690328 318 -1.2896533167 -0.401700378 319 1.1265900148 -0.924282168 320 -0.0825261085 0.859617799 321 1.2026446188 -1.150319664 322 0.2846515168 0.992195025 323 0.4964617539 -0.775711606 324 1.3030028076 0.294710192 325 0.4922856677 -0.517164244 326 1.7879227291 0.511187881 327 0.9999181902 0.030460270 328 -0.1515206953 0.007961849 329 2.1677481980 1.175186031 330 -0.6792356344 -0.262875225 331 0.3536129031 1.595622209 332 0.0120581458 0.661639128 333 1.8475995617 0.394991682 334 -0.5024300102 0.491337226 335 0.3425184996 -0.920895700 336 -1.7811471135 -0.846667449 337 -1.4723370494 -0.321747187 338 0.5480738179 -0.647882195 339 -0.9638777057 0.226898520 340 1.0174775977 -0.679583410 341 -0.7277293034 0.705218576 342 0.7893048451 1.586487306 343 -0.0598296134 0.030387444 344 0.4113328066 0.064547843 345 0.1351771132 -0.156773592 346 0.2300090143 0.312796966 347 0.7988716154 0.215216981 348 -1.1187039183 1.127696428 349 0.3323731969 0.372495220 350 1.3729823666 -0.270181019 351 0.1932223999 0.832800988 352 -0.2487683039 -0.934552543 353 0.4995431524 0.133999770 354 -0.8740223289 0.146817697 355 -1.3098386639 -0.481246796 356 0.8742788589 1.751723545 357 -1.4723370494 -0.321747187 358 0.7208420214 0.210468255 359 -0.0214845470 -1.796067608 360 -0.2863475840 0.408893051 361 0.4116051216 0.658827617 362 0.8727695445 0.299792970 363 -0.4889132436 1.182063898 364 0.5735001453 -0.013255689 365 0.5582843968 -0.501964875 366 0.9794116200 0.210967073 367 1.2599528836 1.368628016 368 0.2988555253 1.191258553 369 0.8176884282 0.470392549 370 0.7553982665 0.425106049 371 -0.1568164318 0.869230948 372 1.4071454544 0.585743204 373 0.2549564356 -0.336312796 374 1.1608734368 0.508200660 375 0.9731910159 0.595450581 376 -0.3799012353 0.658928338 377 0.0133363414 0.672960506 378 0.2802458537 0.737377292 379 1.8774592659 -0.571499669 380 0.0368850453 -0.694567212 381 0.6018706166 0.483645258 382 -1.5047996345 -0.799970950 383 1.0138963219 1.202670916 384 -0.1193811334 -0.081050917 385 0.2035598410 -1.423814663 386 1.0608577351 0.223157795 387 0.1621834634 0.638251107 388 0.3806431158 1.629266536 389 1.4122388366 1.333703184 390 0.0168465731 -0.189321474 391 -1.6766631173 2.000764006 392 1.5043901159 0.416721543 393 0.1302983609 0.964920636 394 0.3867567549 1.263290986 395 1.7326835566 1.042703798 396 -1.1400512730 0.634076088 397 -1.4723370494 -0.321747187 398 0.6654138524 -0.795018063 399 1.2126255181 0.572231331 400 -0.0726724731 -0.887754825 401 0.4701918323 0.185199936 402 2.0403818970 -2.238369926 403 -0.3313252396 -3.816269692 404 1.8602198229 2.044690328 405 -0.3366823638 0.181058974 406 -0.2094452467 -0.517383039 407 0.5562787365 1.070763607 408 -0.5606435654 0.876056294 409 -2.5007182863 0.227793034 410 0.1364912845 -0.105729098 411 0.3924159251 -0.469308737 412 0.3826655557 0.407152509 413 0.5970056615 -0.077061137 414 -0.3305044001 -1.332405754 415 -0.7619545357 -0.545611569 416 -1.4024894761 1.265272945 417 -1.8012987691 1.623653150 418 -1.9764557098 -2.054638195 419 -1.5440731117 0.110701367 420 0.4926475652 -0.385372591 421 -0.1688229827 -0.389029505 422 0.4747385440 1.511937158 423 0.6015881883 -1.310082587 424 -2.1994257317 0.282169162 425 -1.5630791133 -0.859385176 426 1.7277861951 -0.698745773 427 -2.4325283431 0.817458583 428 -0.1381950271 -0.182926600 429 -1.1910423310 -0.694683821 430 0.9781611309 -1.244041807 431 0.1330209804 -0.036545907 432 -0.4417686543 -0.963130665 433 -0.7755936355 1.523505046 434 -0.5790081604 1.169061633 435 -1.0079614969 -2.354705980 436 -1.1222917064 -1.569314927 437 -0.1273948827 0.149116175 438 0.2556770847 1.081415664 439 -0.2285061676 0.013747682 440 -0.6119030460 0.021836089 441 -0.0967811927 -2.197886224 442 -0.3502521746 -0.948098498 443 0.7618938224 0.672110676 444 -1.8199444979 0.354598126 445 -1.6366872603 -0.517202460 446 1.9282398088 -1.728489808 447 0.5098594064 0.122957374 448 0.5157671452 1.558409797 449 0.0897761604 0.007257102 450 0.2348770130 -0.074020857 451 -1.4304696507 -2.188726463 452 0.3385147908 0.116207704 453 -0.3715502360 -0.304631294 454 -0.9796713262 -1.019128807 455 -1.9606086486 -0.901513361 456 0.0397760874 0.599479351 457 -0.4626578840 0.516034384 458 1.8719813908 -2.263923740 459 -0.5028786532 0.087304404 460 -1.0915530958 -0.883394695 461 -0.6101728211 0.741414350 462 -1.8481032786 1.285308331 463 -0.3202782654 -0.505135791 464 -0.0872064177 -1.697981369 465 -2.3851970257 -0.355639996 466 -1.5754175935 0.965906091 467 -0.6559804687 -0.389236454 468 -0.6906552449 -0.680449733 469 -0.7691669205 0.522293220 470 -1.5677112810 -0.799645162 471 -1.3561771157 -0.657201385 472 -1.4902519507 -0.916218310 473 0.3914891040 1.691501448 474 -0.3068967793 -1.934040526 475 -0.5225059179 -0.262031820 476 -1.4995666687 0.754880637 477 -0.2757049349 0.055905243 478 -0.1465235229 -0.144647341 479 1.3223431032 0.218763771 480 -0.9424783940 -0.731255217 481 -0.1066199895 0.977348773 482 -1.6133309276 0.111287482 483 -0.0539579114 -0.351093728 484 1.1186981421 0.278197015 485 -2.3971703492 0.144961037 486 0.2306652366 0.005305772 487 -1.4967125625 1.189184089 488 -0.2571509452 -0.362507075 489 -2.4547299022 -0.515532411 490 -1.3910168574 0.306295373 491 0.8659497714 -0.343793356 492 -0.2361466676 -0.346790404 493 1.3356335476 0.623913521 494 -0.0775599866 1.919705815 495 -2.0701674323 0.558394559 496 0.4721763122 -0.089441707 497 0.1024307238 -1.160343252 498 0.4392030185 -1.013155134 499 -1.1687041373 -0.215048893 500 -0.8786971884 1.215658044 501 0.1787891629 0.567316186 502 0.2118182776 0.482314142 503 -0.7402152305 -0.521489510 504 0.6147802461 -0.797428056 505 -0.3251471733 -1.041925038 506 -2.7461796888 0.449346419 507 0.4632445734 -0.502384402 508 -1.0280623099 -0.279962992 509 0.2573682540 0.062342472 510 -0.9531425567 0.379011144 511 -0.4729641344 -0.367926589 512 -0.3331094099 1.114549964 513 -1.3256431170 -1.145113317 514 -0.8043355130 0.617873593 515 -1.0619884773 1.155977795 516 -1.0881656594 -1.616856618 517 -0.7871633157 0.095738492 518 0.0757229807 2.061212866 519 -1.8078384234 -0.371001998 520 -0.6187005833 0.091052500 521 -1.6462975571 1.259153128 522 1.4284768037 0.266583194 523 -0.2846471122 -1.401078015 524 0.0669412267 1.012612326 525 -0.4517135979 -0.975282253 526 -0.9518005047 -0.289457953 527 -1.4922481499 -0.276666932 528 -0.4427083138 0.101944601 529 0.5640055294 0.820933617 530 0.9695470545 -0.062343046 531 -1.0982359384 0.455514583 532 0.5983539131 0.719942181 533 0.2216189098 -0.009639245 534 -0.0533248969 0.740648339 535 -0.8246940682 0.138333781 536 -2.3054516483 0.702403174 537 -0.5931066564 -1.271504794 538 -0.8699113483 -0.661875977 539 -0.4121626829 -3.520108003 540 -2.0813476366 -0.135760587 541 -1.9255371833 -0.061854792 542 -1.6215315338 -0.402266440 543 -0.4976191572 0.928683995 544 -0.0628518227 0.013175329 545 0.8963346325 0.723160709 546 -1.8692372147 -0.240704750 547 -0.2877894228 -0.923349795 548 -0.8821419412 -0.649036348 549 -2.0917992891 0.394805930 550 0.0001096255 -0.349448686 551 0.1795893109 -0.171994609 552 -0.2431944648 -0.400744869 553 -0.6652113924 -1.351468057 554 -1.4389741334 1.440981304 555 -0.7639342941 -0.198776103 556 0.4665934744 -1.303694601 557 -0.9316803919 -0.130693537 558 -0.3753877069 0.144247876 559 0.3669792459 -0.215906380 560 -2.2675853965 0.343577740 561 0.3547788402 0.523933596 562 0.9881487161 -0.957573852 563 -1.6478092678 -0.341596288 564 -0.9735050482 1.347673170 565 -0.0955075167 0.369962521 566 -1.0462157069 -0.487786968 567 1.1326824819 -0.956019593 568 -0.2275556440 0.793058341 569 0.5099873750 -0.583903167 570 1.5548317905 1.577393151 571 0.9431083246 -0.856104142 572 0.0643204914 0.726964118 573 -0.9657091720 -0.342963004 574 0.5020595812 0.206067203 575 -0.2916829354 0.020781704 576 -0.6997397917 -0.332357185 577 -0.8675832591 -0.294612514 578 -1.3949739281 -0.776108323 579 1.2272747776 -1.312307920 580 -0.3357631599 0.326911955 581 0.6085808564 -1.537848491 582 -1.0408933791 0.842231151 583 -0.2739937177 1.332801981 584 1.2665628858 -2.190207268 585 0.3900465823 -0.380922501 586 0.9747097992 1.907407268 587 -1.3410256063 -1.169218905 588 -1.0740822244 -0.518494409 589 1.0150835889 1.060657123 590 0.3015927022 0.543511461 591 -0.0673050612 1.237128669 592 0.3426227217 0.812177161 593 -1.5694017727 -0.513225156 594 -0.5554251204 1.042810846 595 1.0047037646 1.765901941 596 -0.2290458504 0.970129757 597 -0.0911441510 -2.339592098 598 1.2142981797 0.815231982 599 -0.2060519956 0.083543747 600 1.3687807363 -0.519758267 601 0.1575689368 -0.156924721 602 0.6472545741 0.252189853 603 -1.4741132814 0.027623553 604 1.0962050721 -1.541317493 605 -1.4723370494 -0.321747187 606 1.3002194641 -0.984290899 607 0.3997956298 -0.267914643 608 0.0480846039 -2.680614979 609 -0.3706180593 -0.319223575 610 -0.1306427944 0.971338891 611 0.7697930557 1.547592824 612 1.4266202779 0.027248457 613 -1.7030913739 -1.145298423 614 0.2984298187 -0.833001845 615 0.4320903918 -1.354481113 616 -0.1071142840 -1.285239300 617 -0.6677467408 -0.674749969 618 0.9750843690 0.406010432 619 -0.0218034961 -1.500383927 620 -0.4862183926 0.423415605 621 -0.2152407815 0.833850819 622 -0.0069024218 0.985433180 623 -1.1966859620 1.155403551 624 -0.1683107638 1.273290568 625 -0.1141696936 0.974297447 626 -2.3644831425 -0.765414213 627 0.1367755382 -3.538181951 628 -0.3604751019 0.986128643 629 -0.8650165101 1.068633387 630 -1.0916793977 -0.586099507 631 -0.7703516683 0.302725880 632 -1.6228363096 -1.101076308 633 -1.5082837206 0.131288365 634 -0.6413917552 1.665875450 635 1.2366738529 -2.381600795 636 -0.0820184835 0.703118166 637 0.1180418831 -0.865407134 638 -0.8950562544 0.897983127 639 -1.1021034934 2.231641884 640 -0.8621861649 1.905621053 641 0.2572234504 0.776171717 642 0.8170746220 0.104820953 643 -1.2296110136 1.261133784 644 -0.4134080441 0.452632057 645 0.0683853997 0.276758812 646 0.5808491415 -0.083131504 647 -0.7114488470 -0.253943321 648 0.3523690119 1.154482478 649 -0.0251806982 0.160987789 650 1.2255547902 0.863842637 651 0.2684916049 -0.296466429 652 0.2243075090 -0.538827789 653 0.4436497964 -0.425759615 654 -0.3901144389 0.079099233 655 0.4452354660 -2.353393619 656 -1.2719613680 1.116513584 657 0.0456419019 0.524675693 658 -0.1105247789 -0.506338712 659 0.4194399805 -0.488628074 660 -1.3263430083 0.436627809 661 0.1584986818 -1.012677945 662 -1.4429286486 0.400689541 663 -0.4579316983 0.782642786 664 -0.7073480201 0.695733544 665 -1.2880665391 0.896030424 666 -0.6193677045 -0.634625017 667 0.3982425128 -0.351349071 668 1.1203873421 0.078392491 669 0.4516248666 0.419122785 670 -0.1962714951 2.043188770 671 -0.8897456433 -0.607616297 672 -0.7745866303 -0.261792942 673 -0.8472087455 1.061402826 674 0.3564574556 -1.854049195 675 -1.1654430283 2.314058857 676 -1.0910534266 -0.328769605 677 1.2028418918 1.188334998 678 -0.4136004241 0.649848814 679 0.5189158956 -0.043302130 680 -1.6683046253 1.301035808 681 0.2503603113 -0.781062257 682 -0.4385079508 0.773785830 683 -1.3618644557 0.733049991 684 -2.3100340920 1.277537103 685 0.5408822143 0.327308143 686 1.4958566233 1.002968690 687 0.4695106326 -0.162097515 688 1.6308794423 -3.250355814 689 -1.1435797437 -0.206160578 690 -0.9597065708 0.619174236 691 0.8475620275 -1.040405604 692 0.4215588825 -1.166351146 693 -0.0259986090 1.255918227 694 1.2229304809 -0.876960499 695 1.1096323250 1.677140539 696 -0.8181441160 -0.317938727 697 -0.0114653071 -0.144232413 698 0.0190447143 1.594879001 699 0.0985745290 1.315659151 700 0.7129290755 0.909270398 701 0.9069934424 -2.452354568 702 0.2348229509 -1.243738043 703 -0.9503444816 0.908565438 704 1.2395179020 1.085222624 705 -1.2858848491 0.334472383 706 -1.2052055581 -0.876023041 707 -0.3039580032 0.885510300 708 0.5244037423 -1.131797528 709 -0.3796571667 -0.221550272 710 1.2318115772 -1.234018210 711 -1.4062713456 -0.133368792 712 -0.8988112642 -0.069347110 713 -1.3536811997 -3.041527181 714 -0.4971315533 0.529110108 715 -1.2897885586 0.354694911 716 -0.1256317524 1.203301276 717 -0.9517853367 1.213587138 718 -0.3754833762 0.708538791 719 -0.1391590280 -0.666765604 720 0.7164228618 -0.044517817 721 -1.6776664606 -0.583316672 722 0.0904727263 0.186599471 723 -2.7408239352 0.251115240 724 -1.2275087284 0.971138221 725 -0.4317590968 0.580005758 726 -0.2958518704 -2.657980238 727 -0.5252854970 0.004900619 728 -0.6966291870 -0.025125481 729 -1.0355514006 -0.401662333 730 0.1977915491 0.500056348 731 -0.8790494211 1.102631642 732 -0.6270728544 1.136873872 733 -0.3107574475 0.797350512 734 1.7385543585 0.603007056 735 -1.7422877257 -0.812956876 736 0.8068132777 0.531325250 737 -1.1407441036 -1.676565894 738 0.1947752870 0.446795603 739 0.4330545070 1.195085479 740 1.0084429009 -0.594786117 741 1.6115530909 -0.381102125 742 -1.0625398555 -0.127770924 743 -0.4113788421 0.239921336 744 0.3564772506 -1.439224962 745 -1.1240624858 -1.087861951 746 -0.0179118269 0.483746417 747 -3.6175637464 -0.239894711 748 -0.3021430749 0.921156768 749 -0.3988215717 0.180123829 750 1.1948599199 -0.384625218 751 -1.8970672489 -0.441065432 752 0.0278397594 0.947878254 753 -1.0651438586 -0.421082042 754 -0.1672114834 0.634449889 755 0.1577037150 0.127797908 756 -0.2006076992 -0.424684529 757 0.0199361342 0.649834751 758 0.0277740761 -0.489293749 759 -0.7008296505 0.635162118 760 -1.3680466954 -0.318030107 761 -0.8281455848 -0.901568059 762 0.0262634528 1.570842012 763 -0.7720995101 -0.165327066 764 0.3506761491 -2.609486522 765 0.2627216711 -0.932248188 766 0.4222114004 0.899950738 767 -0.4769484997 0.198951581 768 -1.0717749564 0.276677913 769 -0.1097886029 -0.338436924 770 1.1947404305 0.027555305 771 0.1538450162 1.311511923 772 -0.6779065136 0.673582084 773 -2.1516626951 0.545668041 774 -1.1331716015 0.153670324 775 0.7777756740 -0.642351065 776 0.7703148239 1.140821958 777 -0.5390133310 0.563142540 778 -0.8442578021 -0.547501445 779 1.2341839490 0.431418268 780 -0.6749916047 -1.121053483 781 0.5514273142 1.153759480 782 -0.7273894122 0.338640035 783 -0.9566844851 0.031891226 784 -0.6081061160 -0.494692374 785 -1.5628242092 -1.396591564 786 1.5458012182 -0.674586432 787 -0.5899984755 -0.885875822 788 0.8619732314 1.091292787 789 -1.4837298713 1.985992591 790 1.1318255334 1.068603892 791 0.7697073420 -2.182186551 792 -1.1868982836 0.454437885 793 -0.0785602794 1.134421274 794 0.9549799714 0.003571216 795 -1.0811615998 -0.922862545 796 -0.4903239411 -0.066082323 797 0.6878490627 -0.206959642 798 -1.6759977102 -0.704195041 799 0.2437594080 0.922798211 800 -1.2096751830 0.324577778 801 -1.5537256114 0.671835093 802 -0.5327698478 0.047011758 803 -1.2556759803 0.086953768 804 -0.3647735884 -0.258162236 805 -0.6198677855 -0.484912024 806 -0.7469428412 0.209014335 807 -1.3029600035 -0.678856880 808 -1.0352403570 0.678470127 809 -0.7302197982 -1.053702953 810 -0.1848617804 0.054243598 811 -0.6992520816 -0.553735779 812 -0.7097575130 -1.271202826 813 -1.9217890880 0.479815853 814 -1.0340655294 0.509719141 815 0.4587466252 -3.510297996 816 -2.1242913879 -0.147798046 817 -0.5503584033 -0.658719044 818 -0.3434221704 -2.016114843 819 -0.7272158453 -0.325668451 820 0.4336989762 -0.339638282 821 -0.4314484458 -1.882124320 822 -0.6363757866 0.417759463 823 0.3768595150 -0.350090241 > postscript(file="/var/wessaorg/rcomp/tmp/1xu151337266322.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > fa.diagram(fit) > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/22ccx1337266322.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(fs,pch=20) > text(fs,labels=rownames(y),pos=3) > dev.off() null device 1 > > #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/wessaorg/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Rotated Factor Loadings',par1+1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Variables',1,TRUE) > for (i in 1:par1) { + a<-table.element(a,paste('Factor',i,sep=''),1,TRUE) + } > a<-table.row.end(a) > for (j in 1:length(fit$loadings[,1])) { + a<-table.row.start(a) + a<-table.element(a,rownames(fit$loadings)[j],header=TRUE) + for (i in 1:par1) { + a<-table.element(a,round(fit$loadings[j,i],3)) + } + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/3lcu41337266322.tab") > > try(system("convert tmp/1xu151337266322.ps tmp/1xu151337266322.png",intern=TRUE)) character(0) > try(system("convert tmp/22ccx1337266322.ps tmp/22ccx1337266322.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 1.677 0.311 1.991