factor
/variables question13 question14 question15 question16 question17 question18 question19 question20 question21 question22 question23 question24
+ /analysis all
/print univariate det correlation
/format blank(.30)
/plot eigen
end data.
factor
- /variables read write math science socst
+ /variables read write math science socst
+ /analysis read write math science socst
/extraction pc
/plot eigen
/criteria mineigen (.557)
socst,.222,.922
])
-AT_CLEANUP
\ No newline at end of file
+AT_CLEANUP
+
+
+
+AT_SETUP([FACTOR empty dataset])
+dnl Test that something sane happens when the dataset contains no complete observations
+
+AT_DATA([factor-empty.sps],
+ [data list notable list /x * y * z *.
+begin data.
+3.4 . 92.9
+. 32.09 34.2
+1.00 19.80 .
+2.00 . 3.6
+end data.
+
+factor /variables = ALL.
+])
+
+AT_CHECK([pspp -O format=csv factor-empty.sps], [0], [ignore])
+AT_CLEANUP
+
+
+dnl Fixes a crash reported at
+dnl http://lists.gnu.org/archive/html/bug-gnu-pspp/2012-04/msg00001.html
+AT_SETUP([FACTOR /ROTATION=NOROTATE])
+AT_DATA([factor-norotate.sps], [dnl
+DATA LIST FREE / TRAIT1 TO TRAIT5 (F8.2).
+BEGIN DATA
+1 5 5 1 1
+8 9 7 9 8
+9 8 9 9 8
+9 9 9 9 9
+1 9 1 1 9
+9 7 7 9 9
+9 7 9 9 7
+END DATA
+
+FACTOR /VARIABLES=TRAIT1 TO TRAIT5
+ /ROTATION=NOROTATE /* NOROTATE may have caused the problem. */
+ /EXTRACTION=PC
+ /PRINT=DEFAULT DET UNIVARIATE ROTATION SIG CORRELATION.
+])
+
+AT_CHECK([pspp -O format=csv factor-norotate.sps], [0], [dnl
+Table: Descriptive Statistics
+,Mean,Std. Deviation,Analysis N
+TRAIT1,6.57,3.54,7
+TRAIT2,7.71,1.39,7
+TRAIT3,6.71,2.71,7
+TRAIT4,6.71,3.61,7
+TRAIT5,7.29,2.66,7
+
+Table: Correlation Matrix
+,,TRAIT1,TRAIT2,TRAIT3,TRAIT4,TRAIT5
+Correlations,TRAIT1,1.00,.30,.88,1.00,.54
+,TRAIT2,.30,1.00,-.02,.33,.84
+,TRAIT3,.88,-.02,1.00,.87,.13
+,TRAIT4,1.00,.33,.87,1.00,.54
+,TRAIT5,.54,.84,.13,.54,1.00
+Sig. (1-tailed),TRAIT1,,.260,.004,.000,.103
+,TRAIT2,.260,,.482,.238,.009
+,TRAIT3,.004,.482,,.006,.390
+,TRAIT4,.000,.238,.006,,.103
+,TRAIT5,.103,.009,.390,.103,
+Determinant,.00,,,,,
+
+Table: Communalities
+,Initial,Extraction
+TRAIT1,1.00,1.00
+TRAIT2,1.00,1.00
+TRAIT3,1.00,.99
+TRAIT4,1.00,.99
+TRAIT5,1.00,.99
+
+Table: Total Variance Explained
+,Initial Eigenvalues,,,Extraction Sums of Squared Loadings,,
+Component,Total,% of Variance,Cumulative %,Total,% of Variance,Cumulative %
+1,3.26,65.26,65.26,3.26,65.26,65.26
+2,1.54,30.77,96.03,1.54,30.77,96.03
+3,.17,3.36,99.39,.17,3.36,99.39
+4,.03,.61,100.00,.03,.61,100.00
+5,.00,.00,100.00,,,
+
+Table: Component Matrix
+,Component,,,
+,1,2,3,4
+TRAIT1,.97,.23,-.08,.00
+TRAIT2,.52,-.81,.28,.00
+TRAIT3,.78,.59,.17,.00
+TRAIT4,.97,.21,-.04,.00
+TRAIT5,.70,-.67,-.23,.00
+])
+AT_CLEANUP
+
+
+
+dnl Fixes a bug in the way that the /CRITERIA = ITERATE option was interpreted.
+dnl http://lists.gnu.org/archive/html/bug-gnu-pspp/2013-09/msg00036.html
+AT_SETUP([FACTOR /CRITERIA=ITERATE])
+AT_DATA([factor-iterate.sps], [dnl
+set format = F20.3.
+data list notable list /x y z *.
+begin data.
+1.00 5.00 3.00
+2.00 2.00 2.00
+3.00 1.00 1.00
+4.00 4.00 5.00
+5.00 3.00 9.00
+6.00 6.00 4.00
+7.00 7.00 6.00
+8.00 8.00 8.00
+9.00 9.00 7.00
+end data.
+
+FACTOR
+ /VARIABLES= x y z
+ /CRITERIA = MINEIGEN (1) ITERATE (25)
+ /EXTRACTION =PAF
+ /METHOD = CORRELATION
+ /PRINT = INITIAL EXTRACTION
+ /CRITERIA = ITERATE (0)
+ /ROTATION = NOROTATE.
+])
+
+AT_CHECK([pspp -O format=csv factor-iterate.sps], [0], [dnl
+Table: Communalities
+,Initial,Extraction
+x,.735,.979
+y,.640,.653
+z,.514,.523
+
+Table: Total Variance Explained
+,Initial Eigenvalues,,,Extraction Sums of Squared Loadings,,
+Factor,Total,% of Variance,Cumulative %,Total,% of Variance,Cumulative %
+1,2.404,80.124,80.124,2.155,71.847,71.847
+2,.425,14.166,94.290,,,
+3,.171,5.710,100.000,,,
+
+Table: Factor Matrix
+,Factor
+,1
+x,.990
+y,.808
+z,.723
+])
+AT_CLEANUP
+
+
+AT_SETUP([FACTOR promax])
+AT_DATA([factor-promax.sps], [dnl
+set decimal=dot.
+set format=F22.3.
+
+get file='llz.zsav'.
+
+factor
+ /variables pz pn ps nz nn ns tz tn ts oz on os sz sn ss zz zn zs
+ /missing listwise
+ /print initial extraction rotation
+ /criteria mineigen(1) iterate(25)
+ /extraction paf
+ /method correlation
+ /rotation promax (5).
+])
+
+AT_CHECK([ln -s $top_srcdir/tests/language/stats/llz.zsav .], [0], [ignore])
+
+AT_CHECK([pspp -O format=csv factor-promax.sps], [0], [dnl
+Table: Communalities
+,Initial,Extraction
+PZ,.191,.375
+PN,.042,.102
+PS,.458,.623
+NZ,.100,.163
+NN,.065,.079
+NS,.129,.148
+TZ,.181,.344
+TN,.102,.142
+TS,.310,.372
+OZ,.097,.158
+ON,.323,.410
+OS,.469,.617
+SZ,.104,.170
+SN,.154,.267
+SS,.081,.180
+ZZ,.123,.192
+ZN,.208,.412
+ZS,.130,.158
+
+Table: Total Variance Explained
+,Initial Eigenvalues,,,Extraction Sums of Squared Loadings,,,Rotation Sums of Squared Loadings
+Factor,Total,% of Variance,Cumulative %,Total,% of Variance,Cumulative %,Total
+1,2.968,16.491,16.491,2.411,13.393,13.393,2.355
+2,2.026,11.253,27.744,1.271,7.059,20.452,1.209
+3,1.622,9.011,36.756,.948,5.264,25.716,1.231
+4,1.086,6.032,42.788,.283,1.574,27.290,.770
+5,.996,5.533,48.321,,,,
+6,.923,5.130,53.451,,,,
+7,.873,4.852,58.303,,,,
+8,.856,4.756,63.060,,,,
+9,.836,4.644,67.703,,,,
+10,.816,4.534,72.237,,,,
+11,.785,4.359,76.596,,,,
+12,.740,4.110,80.706,,,,
+13,.713,3.964,84.670,,,,
+14,.653,3.626,88.296,,,,
+15,.633,3.519,91.815,,,,
+16,.604,3.356,95.171,,,,
+17,.484,2.687,97.858,,,,
+18,.386,2.142,100.000,,,,
+
+Table: Factor Matrix
+,Factor,,,
+,1,2,3,4
+PZ,-.276,.154,.510,.124
+PN,.096,.129,-.091,.261
+PS,.746,-.085,.234,.063
+NZ,-.111,.323,.206,-.058
+NN,.007,.260,-.083,-.069
+NS,.366,.096,.046,.051
+TZ,-.228,.172,.509,.059
+TN,.131,.345,-.074,.029
+TS,.601,-.005,.098,.030
+OZ,-.145,.166,.322,-.081
+ON,.607,.082,.073,-.173
+OS,.757,-.059,.171,-.104
+SZ,-.142,.307,.226,-.066
+SN,.175,.436,-.183,.115
+SS,.199,.206,-.083,.302
+ZZ,-.074,.411,-.080,-.104
+ZN,.015,.580,-.252,-.114
+ZS,.365,.156,-.004,.015
+
+Table: Pattern Matrix
+,Factor,,,
+,1,2,3,4
+PZ,-.063,-.126,.599,.085
+PN,-.035,.000,-.033,.325
+PS,.762,-.175,.058,.081
+NZ,.027,.230,.327,-.044
+NN,.008,.289,.008,-.026
+NS,.344,.044,.015,.091
+TZ,.004,-.074,.589,.020
+TN,.097,.307,.033,.103
+TS,.585,-.043,-.017,.062
+OZ,.046,.067,.382,-.109
+ON,.654,.151,-.029,-.145
+OS,.803,-.037,-.009,-.092
+SZ,.009,.213,.345,-.060
+SN,.065,.376,-.036,.227
+SS,.054,.042,-.013,.388
+ZZ,-.044,.434,.078,-.046
+ZN,-.025,.646,-.041,-.006
+ZS,.337,.133,-.013,.067
+
+Table: Structure Matrix
+,Factor,,,
+,1,2,3,4
+PZ,-.177,-.058,.598,-.022
+PN,.068,.110,-.049,.317
+PS,.771,-.138,-.136,.240
+NZ,-.060,.236,.339,.019
+NN,.000,.281,.027,.076
+NS,.368,.080,-.068,.207
+TZ,-.127,-.028,.582,-.049
+TN,.122,.345,.023,.235
+TS,.607,-.018,-.160,.221
+OZ,-.074,.055,.384,-.101
+ON,.619,.104,-.160,.102
+OS,.778,-.064,-.190,.132
+SZ,-.086,.215,.361,-.009
+SN,.143,.453,-.044,.380
+SS,.171,.176,-.052,.420
+ZZ,-.073,.422,.120,.085
+ZN,-.013,.641,.008,.214
+ZS,.361,.158,-.088,.213
+
+Table: Factor Correlation Matrix
+Factor,1,2,3,4
+1,1.000,.008,-.232,.294
+2,.008,1.000,.065,.347
+3,-.232,.065,1.000,-.076
+4,.294,.347,-.076,1.000
+])
+
+
+AT_CLEANUP
+
+
+
+
+
+
+AT_SETUP([FACTOR covariance matrix])
+
+AT_DATA([covariance-matrix.sps], [dnl
+set format = F10.3.
+matrix data
+ variables = rowtype_ var01 var02 var03 var04 var05 var06 var07 var08
+ / format = lower diagonal .
+begin data
+mean 24.3 5.4 69.7 20.1 13.4 2.7 27.9 3.7
+sd 5.7 1.5 23.5 5.8 2.8 4.5 5.4 1.5
+n 92 92 92 92 92 92 92 92
+cov 32.490000
+cov 1.539000 2.250000
+cov -29.469000 -5.992500 552.250000
+cov 11.901600 2.697000 -19.082000 33.640000
+cov 4.309200 0.672000 -7.896000 3.572800 7.840000
+cov 8.464500 1.012500 -17.977500 6.264000 2.646000 20.250000
+cov 15.390000 2.349000 -25.380000 10.022400 1.814400 9.234000 29.160000
+cov 1.453500 0.652500 -1.762500 1.740000 1.134000 1.350000 0.324000 2.250000
+end data.
+
+factor matrix in (cov = *)
+ / method = covariance
+ / print = initial covariance kmo
+ / extraction = pc
+ / rotation = norotate.
+])
+
+AT_CHECK([pspp -O format=csv covariance-matrix.sps], [0], [dnl
+Table: KMO and Bartlett's Test
+Kaiser-Meyer-Olkin Measure of Sampling Adequacy,,.741
+Bartlett's Test of Sphericity,Approx. Chi-Square,104.810
+,df,28
+,Sig.,.000
+
+Table: Covariance Matrix
+,var01,var02,var03,var04,var05,var06,var07,var08
+var01,32.490,1.539,-29.469,11.902,4.309,8.464,15.390,1.454
+var02,1.539,2.250,-5.992,2.697,.672,1.013,2.349,.653
+var03,-29.469,-5.992,552.250,-19.082,-7.896,-17.977,-25.380,-1.763
+var04,11.902,2.697,-19.082,33.640,3.573,6.264,10.022,1.740
+var05,4.309,.672,-7.896,3.573,7.840,2.646,1.814,1.134
+var06,8.464,1.013,-17.977,6.264,2.646,20.250,9.234,1.350
+var07,15.390,2.349,-25.380,10.022,1.814,9.234,29.160,.324
+var08,1.454,.653,-1.763,1.740,1.134,1.350,.324,2.250
+
+Table: Communalities
+,Initial
+var01,32.490
+var02,2.250
+var03,552.250
+var04,33.640
+var05,7.840
+var06,20.250
+var07,29.160
+var08,2.250
+
+Table: Total Variance Explained
+,Initial Eigenvalues,,
+Component,Total,% of Variance,Cumulative %
+1,556.895,81.881,81.881
+2,57.963,8.522,90.403
+3,23.576,3.466,93.869
+4,16.446,2.418,96.288
+5,14.603,2.147,98.435
+6,6.831,1.004,99.439
+7,2.375,.349,99.788
+8,1.440,.212,100.000
+
+Table: Component Matrix
+,Component,,,,,,
+,1,2,3,4,5,6,7
+var01,1.394,4.388,1.513,-2.851,.849,.396,.033
+var02,.269,.460,-.173,.147,-.146,-.213,.872
+var03,-23.489,.725,.058,.003,.022,-.012,.006
+var04,.926,4.007,-4.068,.241,-.253,.218,-.026
+var05,.363,.829,-.172,-.255,.805,-2.492,.058
+var06,.843,2.354,.971,2.425,2.649,.392,.046
+var07,1.205,3.948,1.926,1.515,-2.450,-.317,-.087
+var08,.085,.319,-.157,-.011,.353,-.341,-.816
+])
+
+AT_CLEANUP
+
+
+
+dnl A more realistic example of factor analysis usage.
+AT_SETUP([FACTOR correlation matrix])
+
+AT_DATA([correlation-matrix.sps], [dnl
+set format = F10.3.
+
+matrix data
+ variables = rowtype_
+ cdi_actws_16 cdi_maxzin_16 rdls_passws_16 rdls_actws_16 cdi_actws_20 cdi_maxzin_20 cdi_actws_26 cdi_maxzin_26 rdls_passws_26 rdls_actws_26
+ nepsy_passws_36 morf_verv_36 bnt_actws_36 klankgr_id_36 snelnoe_36 letters_36 ppvt_passws_50 morf_verv_50
+ nepsy_passws_56 bnt_actws_56 klank_gr_weg_56 snelnoe_56 letters_56
+ leesacc_wo_owo_811 leesacc_tekst_811 leesacc_otekst_811 leessne_wo_owo_811 leesvl_tekst_811 leesvl_otekst_811 leessne_wo_811 spel_wo_owo_811
+ / format = upper diagonal .
+begin data
+mean 64.44 1.74 15.30 11.50 269.03 5.37 441.90 8.57 36.59 33.99 11.68 14.74 18.67 6.70 71.57 2.28 70.45 51.82 18.82 34.57 11.68 45.63 12.94 35.08 92.60 79.28 2.78 61.71 29.44 9.46 13.17
+sd 74.93 1.36 5.51 4.17 159.26 2.76 128.77 3.50 6.20 6.50 3.55 8.37 5.90 3.01 24.81 4.09 24.44 18.55 2.90 6.46 3.01 14.06 7.69 4.36 7.10 17.57 1.27 25.68 11.75 3.36 4.13
+n 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150 150
+corr 1.00 .784 .397 .862 .692 .625 .490 .374 .406 .371 .260 .257 .306 .118 -.148 .072 .202 .234 .198 .241 .205 -.054 .246 .166 .143 .155 -.122 .144 -.010 .135 .241
+corr 1.00 .333 .751 .549 .553 .447 .313 .304 .377 .204 .249 .258 .193 -.158 .119 .150 .216 .127 .209 .242 .046 .233 .120 .155 .107 -.126 .147 -.009 .134 .208
+corr 1.00 .469 .433 .381 .442 .307 .462 .391 .378 .293 .369 .191 -.306 .238 .204 .215 .295 .285 .157 .069 .241 .029 .060 .054 -.043 .124 -.069 .054 .136
+corr 1.00 .708 .663 .509 .419 .434 .432 .267 .255 .342 .132 -.192 .142 .228 .203 .248 .260 .200 -.051 .254 .136 .156 .109 -.126 .172 -.004 .157 .268
+corr 1.00 .787 .710 .567 .402 .511 .274 .285 .332 .154 -.096 .247 .253 .235 .245 .257 .261 -.048 .243 .119 .194 .164 -.108 .184 .011 .157 .235
+corr 1.00 .590 .646 .449 .505 .313 .322 .405 .148 -.117 .152 .294 .322 .252 .321 .267 -.055 .255 .118 .178 .137 -.110 .182 .004 .146 .216
+corr 1.00 .548 .343 .619 .296 .260 .456 .149 -.098 .252 .279 .267 .342 .361 .186 -.066 .215 .107 .148 .059 -.114 .156 -.035 .095 .220
+corr 1.00 .406 .509 .397 .236 .416 .037 -.179 .192 .334 .293 .277 .367 .162 -.150 .306 .171 .307 .173 -.128 .255 .075 .224 .315
+corr 1.00 .410 .497 .560 .574 .240 -.301 .204 .508 .351 .457 .428 .242 -.117 .367 .136 .191 .191 -.102 .215 .053 .185 .273
+corr 1.00 .328 .258 .534 .236 -.202 .200 .333 .209 .352 .375 .302 -.119 .272 .062 .203 .042 -.092 .220 .020 .158 .227
+corr 1.00 .439 .488 .323 -.213 .287 .507 .427 .493 .522 .298 -.142 .371 .109 .215 .213 -.048 .228 .009 .133 .267
+corr 1.00 .437 .381 -.158 .153 .403 .430 .383 .379 .150 -.141 .303 .115 .131 .155 -.170 .206 .039 .193 .254
+corr 1.00 .247 -.143 .182 .521 .364 .415 .688 .304 -.185 .327 .188 .211 .202 -.111 .272 .122 .226 .301
+corr 1.00 -.150 .229 .296 .249 .329 .255 .210 -.036 .252 .141 .230 .112 -.195 .309 .135 .250 .195
+corr 1.00 -.132 -.204 -.162 -.284 -.166 -.189 .294 -.339 -.094 -.218 -.144 .153 -.246 -.128 -.192 -.239
+corr 1.00 .151 .132 .166 .195 .387 -.214 .476 .154 .187 .167 -.236 .410 .316 .370 .245
+corr 1.00 .388 .479 .591 .294 -.171 .351 .102 .245 .180 .003 .274 .059 .178 .236
+corr 1.00 .408 .437 .276 -.153 .353 .251 .318 .229 -.111 .263 .042 .203 .349
+corr 1.00 .467 .234 -.249 .382 .199 .313 .197 -.117 .263 .047 .215 .318
+corr 1.00 .368 -.199 .441 .198 .224 .197 -.099 .329 .105 .256 .322
+corr 1.00 -.211 .473 .233 .253 .268 -.198 .397 .229 .309 .277
+corr 1.00 -.310 -.217 -.312 -.203 .227 -.296 -.260 -.276 -.321
+corr 1.00 .368 .350 .311 -.313 .578 .338 .521 .458
+corr 1.00 .415 .580 -.588 .545 .497 .635 .683
+corr 1.00 .570 -.386 .494 .340 .538 .524
+corr 1.00 -.366 .427 .299 .498 .506
+corr 1.00 -.684 -.620 -.746 -.568
+corr 1.00 .759 .900 .555
+corr 1.00 .814 .400
+corr 1.00 .621
+corr 1.00
+end data .
+
+factor matrix in (cor = *)
+ / analysis = cdi_actws_16 rdls_actws_16 cdi_actws_20 cdi_actws_26 rdls_actws_26 bnt_actws_36 bnt_actws_56
+ / format = default
+ / criteria = factors (1)
+ / extraction = pc
+ / rotation = norotate
+ / print = initial extraction .
+
+])
+
+AT_CHECK([pspp -O format=csv correlation-matrix.sps], [0], [dnl
+Table: Communalities
+,Initial,Extraction
+cdi_actws_16,1.000,.614
+rdls_actws_16,1.000,.660
+cdi_actws_20,1.000,.695
+cdi_actws_26,1.000,.650
+rdls_actws_26,1.000,.536
+bnt_actws_36,1.000,.443
+bnt_actws_56,1.000,.316
+
+Table: Total Variance Explained
+,Initial Eigenvalues,,,Extraction Sums of Squared Loadings,,
+Component,Total,% of Variance,Cumulative %,Total,% of Variance,Cumulative %
+1,3.914,55.908,55.908,3.914,55.908,55.908
+2,1.320,18.852,74.760,,,
+3,.716,10.223,84.983,,,
+4,.422,6.030,91.012,,,
+5,.278,3.977,94.989,,,
+6,.216,3.088,98.077,,,
+7,.135,1.923,100.000,,,
+
+Table: Component Matrix
+,Component
+,1
+cdi_actws_16,.784
+rdls_actws_16,.812
+cdi_actws_20,.834
+cdi_actws_26,.806
+rdls_actws_26,.732
+bnt_actws_36,.666
+bnt_actws_56,.562
+])
+
+AT_CLEANUP
+
+
+AT_SETUP([FACTOR bad input])
+
+dnl Test for a crash
+AT_DATA([bad-input.sps], [dnl
+set format = F10.3.
+MATRIX DATA VARIABLES S1 ROWTYPE_ V1 TO V3 /SPLIT=S1.
+BEGIN DATA
+0 MEAN 2 4 3
+0 SD 1 2 3
+0 N 9 9 9
+0 KORR 1
+0 CORV .6 1
+0 CORR .7 .8 1
+1 MEAN 9 8 7
+1 SD 5 6 7
+1 N 9 9 9
+1 CORR 1
+X CORR .4 1
+1 CORR .3 .2 1
+END DATA.
+
+EXECUTE.
+
+FACTOR MATRIX IN (CORR =!*)
+ /PRINT = CORRELATION
+ .
+])
+
+AT_CHECK([pspp -O format=csv bad-input.sps], [1], [ignore])
+
+AT_CLEANUP
+
+
+AT_SETUP([FACTOR anti-image matrix])
+
+AT_DATA([anti-image-matrix.sps], [dnl
+SET FORMAT=F20.3 .
+matrix data
+ variables = rowtype_ viq piq pa ran piatwr piatc
+ / n = 476
+ / format = lower diagonal .
+begin data
+mean 96.88 100.51 -1.73 -0.94 -2.52 -1.85
+sd 10.97 11.19 1.19 0.88 0.85 0.97
+corr 1.00
+corr 0.38 1.00
+corr 0.26 0.24 1.00
+corr 0.16 0.17 0.34 1.00
+corr 0.25 0.07 0.46 0.38 1.00
+corr 0.37 0.22 0.39 0.30 0.59 1.00
+end data.
+
+factor matrix = in (cor = *)
+ / analysis = viq piq pa ran piatwr piatc
+ / format = sort
+ / extraction = pc
+ / rotation = norotate
+ / print = aic
+])
+
+AT_CHECK([pspp -O format=csv anti-image-matrix.sps], [0], [dnl
+Table: Anti-Image Matrices
+,,viq,piq,pa,ran,piatwr,piatc
+Anti-image Covariance,viq,.762,-.248,-.048,.008,-.031,-.143
+,piq,-.248,.807,-.117,-.081,.108,-.071
+,pa,-.048,-.117,.711,-.125,-.173,-.060
+,ran,.008,-.081,-.125,.808,-.143,-.035
+,piatwr,-.031,.108,-.173,-.143,.551,-.265
+,piatc,-.143,-.071,-.060,-.035,-.265,.581
+Anti-image Correlation,viq,.741,-.316,-.066,.011,-.048,-.215
+,piq,-.316,.624,-.154,-.100,.163,-.103
+,pa,-.066,-.154,.811,-.165,-.277,-.093
+,ran,.011,-.100,-.165,.825,-.214,-.051
+,piatwr,-.048,.163,-.277,-.214,.675,-.469
+,piatc,-.215,-.103,-.093,-.051,-.469,.729
+
+Table: Component Matrix
+,Component,,,,
+,1,2,3,4,5
+piatc,.774,.122,-.368,.365,-.322
+piatwr,.754,.418,.442,.219,-.115
+pa,.707,.124,-.117,-.161,.256
+piq,.456,-.733,.122,-.289,-.377
+viq,.589,-.539,.033,.298,.457
+ran,.592,.262,-.069,-.638,.096
+])
+
+AT_CLEANUP
projects / pspp / blobdiff