1 AT_BANNER([LINEAR REGRESSION])
3 AT_SETUP([LINEAR REGRESSION - basic])
4 AT_DATA([regression.sps], [dnl
6 data list notable list / v0 to v2.
8 0.65377128 7.735648 -23.97588
9 -0.13087553 6.142625 -19.63854
10 0.34880368 7.651430 -25.26557
11 0.69249021 6.125125 -16.57090
12 -0.07368178 8.245789 -25.80001
13 -0.34404919 6.031540 -17.56743
14 0.75981559 9.832291 -28.35977
15 -0.46958313 5.343832 -16.79548
16 -0.06108490 8.838262 -29.25689
17 0.56154863 6.200189 -18.58219
19 regression /variables=v0 v1 v2 /statistics defaults /dependent=v2 /method=enter /save=pred resid.
23 AT_CHECK([pspp -O format=csv regression.sps], [0], [dnl
24 Table: Model Summary (v2)
25 ,R,R Square,Adjusted R Square,Std. Error of the Estimate
29 ,,Sum of Squares,df,Mean Square,F,Significance
30 ,Regression,202.753,2,101.376,56.754,.000
31 ,Residual,12.504,7,1.786,,
34 Table: Coefficients (v2)
35 ,,B,Std. Error,Beta,t,Significance
36 ,(Constant),2.191,2.357,.000,.930,.380
37 ,v0,1.813,1.053,.171,1.722,.129
38 ,v1,-3.427,.332,-1.026,-10.334,.000
43 .654,7.736,-23.976,-.84,-23.13
44 -.131,6.143,-19.639,-.54,-19.10
45 .349,7.651,-25.266,-1.87,-23.40
46 .692,6.125,-16.571,.97,-17.54
47 -.074,8.246,-25.800,.40,-26.20
48 -.344,6.032,-17.567,1.53,-19.10
49 .760,9.832,-28.360,1.77,-30.13
50 -.470,5.344,-16.795,.18,-16.97
51 -.061,8.838,-29.257,-1.05,-28.21
52 .562,6.200,-18.582,-.54,-18.04
56 # Tests the QR decomposition used by the REGRESSION command.
57 AT_SETUP([LINEAR REGRESSION test of QR decomposition])
58 AT_DATA([regression.sps], [dnl
59 data list list / v0 to v1.
61 -12.84099361 0.873270778
62 16.64932538 0.371315664
63 -1.88061907 0.505503722
64 -6.20952354 0.734698282
65 0.33272576 0.891224610
66 -5.54912717 0.052318165
67 6.11832417 0.448853404
68 11.78124974 0.470447593
69 0.75960353 0.565082303
70 6.06432768 0.149316743
71 -2.64919436 0.752532411
72 -10.32250712 0.798263603
73 2.06355038 0.469129797
74 -9.71851742 0.927162270
75 4.65582553 0.250629262
76 9.54574474 0.847032310
77 7.35544368 0.197028541
78 -2.09609740 0.400584261
79 10.30101161 0.671546480
80 -5.24501039 0.929962876
81 1.73412473 0.758161354
82 -3.12732732 0.569785505
83 12.66261501 0.630640223
84 -2.90956805 0.576067804
85 4.89649177 0.624483995
86 13.64613114 0.591089881
87 14.03198397 0.544587572
88 2.23566810 0.967898139
89 5.37367760 0.916246929
90 9.01346888 0.451702743
91 0.75378683 0.235544137
92 -3.47470624 0.742668194
93 -1.02063266 0.860311687
94 -2.67132813 0.082460702
95 23.67661680 0.932553932
96 7.95061359 0.430161125
97 2.05300558 0.066331375
98 -2.01332644 0.163705417
99 20.00663784 0.587292630
100 3.06099417 0.161411889
101 -3.46115358 0.216684625
102 -6.85287183 0.548714855
103 -4.27923809 0.630997663
104 -0.94863395 0.880612945
105 4.47481747 0.359885215
106 -12.80962955 0.886070341
107 9.35753086 0.187176558
108 2.81002235 0.063035095
109 0.01532424 0.964327101
110 0.29867732 0.866408063
111 -2.89035649 0.812135868
112 4.17352811 0.608884061
113 18.15502183 0.920568258
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122 3.84286316 0.685105924
123 4.50280692 0.447635420
124 11.39207346 0.875177896
125 10.86673874 0.518530912
126 7.09853081 0.588367569
127 -12.82864915 0.184667098
128 13.74888760 0.610891139
129 0.37379146 0.557720134
130 -9.79020267 0.942839981
131 0.71574466 0.564570338
132 -17.56040637 0.182061777
133 2.52620466 0.306875011
134 5.37718673 0.366807049
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136 6.04848363 0.644501799
137 4.57402403 0.121419591
138 8.55606848 0.373011464
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143 5.22810831 0.333747878
144 9.50280477 0.068100934
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146 1.36045068 0.851827791
147 4.41604088 0.197207162
148 -3.72568327 0.726916693
149 -5.36123334 0.906513529
150 3.61594583 0.414340595
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152 25.48681482 0.354309660
153 -3.34529093 0.090075388
154 -18.00437582 0.461438059
155 -5.29782460 0.004362856
156 2.79608522 0.861294398
157 -1.64076209 0.345775481
158 6.82802334 0.137933862
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162 5.68232031 0.404815042
163 8.25113850 0.769173748
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165 0.87659945 0.092751009
166 6.60270870 0.530444351
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182 17.02906651 0.996849502
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203 9.73614597 0.388180586
204 14.05345168 0.063760129
205 1.20512012 0.665964184
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210 17.63437095 0.250501797
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266 9.76114237 0.769375983
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270 3.10031660 0.327130207
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1103 -15.32237714 0.631289988
1104 -8.31962698 0.925363812
1105 -5.80897714 0.833536878
1106 7.16070989 0.832098478
1107 -10.99679727 0.794048223
1108 0.84514458 0.748014415
1109 2.23308495 0.111176288
1110 3.56351018 0.599805508
1111 0.88336430 0.746908710
1112 -14.63461670 0.314391808
1113 4.39039715 0.079604833
1114 -7.07001439 0.633705345
1115 2.11252583 0.461468123
1116 7.60219364 0.497389476
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1118 2.17515292 0.421830084
1119 0.64302362 0.267982804
1120 -22.29371533 0.646257366
1121 0.31652779 0.060548371
1122 7.93445046 0.343570449
1123 0.28292029 0.651909785
1124 2.77775640 0.637679287
1125 6.22941586 0.291132945
1126 23.68567532 0.708513840
1127 9.49503014 0.645200206
1128 0.87405420 0.063154289
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1130 8.91607239 0.732917195
1131 -5.77728018 0.635435595
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1133 9.87409940 0.774177478
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1135 14.54242540 0.204343527
1136 0.36239636 0.115528352
1137 19.51009176 0.181365423
1138 1.23592729 0.011676577
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1154 13.04657686 0.317295703
1155 1.94142067 0.731437668
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1159 -2.91847765 0.372668438
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1161 16.57350659 0.707854947
1162 10.05473238 0.244046174
1163 5.50858969 0.070691273
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1165 7.16359996 0.056261015
1166 4.33026356 0.318855549
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1168 2.85909691 0.309377566
1169 3.02736080 0.553944209
1170 6.22796768 0.763945813
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1174 1.86451969 0.704635530
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1177 1.99230152 0.578448308
1178 13.65547415 0.936050102
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1180 0.99504588 0.974891334
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1187 0.76248197 0.125769097
1188 12.00603845 0.675927328
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1190 2.23331320 0.870228155
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1198 1.05647858 0.646684666
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1202 5.79443858 0.641731247
1203 8.87635216 0.913593476
1204 9.71048520 0.955285711
1205 13.10563373 0.908471848
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1207 15.88178853 0.041518216
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1220 3.48201221 0.787103673
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1222 8.41853061 0.798376796
1223 15.63925527 0.873984550
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1225 6.56954685 0.720018710
1226 2.44007265 0.232697343
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1233 1.56331228 0.592017435
1234 -9.64774741 0.024951969
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1236 29.33340056 0.913358233
1237 7.97233120 0.021820585
1238 -12.10837953 0.401535846
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1240 3.63219301 0.491142613
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1242 3.19584583 0.612511282
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1254 0.10753188 0.945676881
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1256 4.95690232 0.188128654
1257 5.39956649 0.331692462
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1259 -1.81689665 0.713285385
1260 5.15137860 0.414906436
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1262 0.78825159 0.396824099
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1264 0.76991060 0.950124414
1265 15.81469073 0.951245195
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1267 1.67174323 0.821983745
1268 0.38997945 0.928857784
1269 1.97848484 0.175680230
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1272 13.34024524 0.905645046
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1274 2.89093397 0.113010960
1275 2.22324289 0.799940482
1276 8.95497981 0.984663669
1277 0.93288527 0.277914575
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1279 -3.26914604 0.406757639
1280 8.75871227 0.067059659
1281 1.79914932 0.784879863
1282 -0.67305388 0.006393497
1283 1.66805704 0.039614073
1284 9.03868439 0.601066847
1285 4.29458670 0.015772820
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1287 12.50538902 0.766347628
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1290 -13.25567198 0.125841930
1291 2.87660101 0.381931128
1292 7.37834152 0.648958712
1293 -0.45874073 0.303139498
1294 4.87941450 0.500090729
1295 4.50344891 0.311329309
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1297 5.98243271 0.873804882
1298 -2.64694079 0.080493398
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1300 -13.52552336 0.798403568
1301 2.29086373 0.518700767
1302 5.21493652 0.788828533
1303 -8.09641615 0.775041349
1304 5.87005782 0.079447757
1305 10.74795720 0.955691540
1306 -8.01115709 0.004508053
1307 -7.53735064 0.054195934
1308 -6.79130165 0.877193354
1309 -1.26419539 0.837772170
1310 8.31082852 0.967509866
1311 21.83090247 0.261529880
1312 11.20453234 0.913858875
1313 7.19128396 0.541942489
1314 -2.93623595 0.860095891
1315 -3.61446403 0.022418065
1316 -6.59997709 0.532998307
1317 3.71486934 0.522669434
1318 18.03420874 0.295064126
1319 -8.75452291 0.390175021
1320 -7.83680812 0.263760724
1321 -1.10263921 0.501819826
1322 2.05633484 0.338684642
1323 5.25636848 0.558667384
1324 -7.33260497 0.457327559
1325 3.86721296 0.612182242
1326 -15.94331373 0.478329365
1327 3.71501899 0.264241588
1328 18.26175822 0.023212661
1329 -5.21093378 0.184378036
1330 -2.44074986 0.297114134
1331 -11.88339919 0.875956945
1332 7.52127093 0.927322099
1333 5.31597834 0.416344968
1334 11.42012314 0.952491078
1335 13.64950955 0.794183413
1336 12.50861255 0.390723282
1337 -3.48142207 0.538708662
1338 14.32910902 0.085221990
1339 5.76196699 0.313860477
1340 2.63751452 0.917424732
1341 2.99975231 0.208662214
1342 7.09852825 0.798246964
1343 -1.95742636 0.352166210
1344 7.80534904 0.386523123
1345 -4.47229047 0.290188493
1346 -4.35535158 0.761527294
1347 1.47083860 0.447897289
1348 3.09504296 0.048513534
1349 3.50446804 0.925072429
1350 12.00487617 0.574499971
1351 10.35171466 0.934193962
1352 -5.63256003 0.968833982
1353 7.15625220 0.467160468
1354 -7.81378393 0.790220187
1355 4.52101003 0.014459969
1356 12.90773453 0.990835752
1357 7.70737851 0.785329264
1358 -3.37196794 0.066025357
1359 -5.12793918 0.347459322
1360 -7.96083724 0.216608294
1361 12.81247279 0.287880308
1362 4.63872463 0.426881173
1363 -3.85439309 0.336532356
1364 4.55633320 0.108001536
1365 -2.40824634 0.135247519
1366 1.65932541 0.005108006
1367 3.26129578 0.093163961
1368 -3.52114597 0.544041275
1369 -9.08479260 0.111212700
1370 7.75150456 0.942726234
1371 7.44829768 0.396996218
1372 14.44430576 0.525470762
1373 -2.13457508 0.207577358
1374 9.74871681 0.537177845
1375 -4.53338693 0.625854028
1376 16.15962824 0.947933141
1377 -0.17711664 0.480940902
1378 -7.21470818 0.006952612
1379 -6.27644212 0.737909602
1380 -0.81648165 0.230003567
1381 -2.10429152 0.209671398
1382 7.69291241 0.987903443
1383 -0.32284504 0.183904658
1384 -0.90833921 0.782169770
1385 10.35542238 0.201758865
1386 10.40788689 0.540802365
1387 10.80011849 0.298263948
1388 7.39943598 0.785716539
1389 -12.71674257 0.154135834
1390 16.67139866 0.116794235
1391 12.47832985 0.998179468
1392 3.24041348 0.653080096
1393 -5.50381593 0.995396942
1394 -10.41952811 0.576472768
1395 4.33514092 0.146434686
1396 4.41294276 0.507165968
1397 -0.14746982 0.698144836
1398 -1.33323051 0.466481571
1399 -7.01201350 0.797150114
1400 6.58669848 0.942287809
1401 7.19444974 0.053569397
1402 -5.66046997 0.435728340
1403 -5.07828702 0.497727572
1404 13.72045272 0.324222944
1405 9.99111984 0.355713969
1406 -4.42363728 0.071790181
1407 -2.34300923 0.618434528
1408 4.98594041 0.605667438
1409 -2.45307721 0.894546647
1410 -3.52276424 0.760086779
1411 -3.69489441 0.960758209
1412 13.04792817 0.511273320
1413 21.61433486 0.236270637
1414 -9.57303968 0.964235539
1415 11.70400744 0.391045695
1416 4.25170422 0.411577090
1417 7.87516537 0.952858161
1418 9.89202673 0.971106687
1419 7.51554467 0.505791978
1420 2.17944879 0.893835908
1421 0.82420351 0.213912155
1422 2.47121932 0.688019842
1423 -14.88503628 0.640950883
1424 8.16032283 0.277742858
1425 -4.65776244 0.129415853
1426 7.48274838 0.074213153
1427 7.70537066 0.476778957
1428 5.88202944 0.351838898
1429 1.95618325 0.106331699
1430 7.22064623 0.511434587
1431 -18.64632081 0.009314188
1432 -6.16794611 0.526204245
1433 2.14042033 0.675800465
1434 -1.89535048 0.916845690
1435 -7.77156605 0.069742819
1436 -6.84078801 0.865082345
1437 8.17539904 0.095895629
1438 10.75170309 0.821383078
1439 14.31498805 0.117893208
1440 -2.82264467 0.809086411
1441 0.11117380 0.400587471
1442 6.43898314 0.333163663
1443 9.48110784 0.465173316
1444 5.39395511 0.695273081
1445 -2.05636570 0.508060862
1446 0.68666117 0.647109494
1447 -6.41880322 0.267530762
1448 -0.12096589 0.986901165
1449 6.46062643 0.588580914
1450 -4.20926136 0.550783675
1451 4.07354300 0.907963701
1452 10.84045143 0.900920521
1453 2.64504664 0.767700269
1454 10.34578229 0.197810342
1455 -0.19222273 0.281932395
1456 3.47400952 0.977555902
1457 11.04549389 0.694010579
1458 6.79729856 0.056652433
1459 9.28300628 0.598930531
1460 -3.53453282 0.183412212
1461 8.04028248 0.250746943
1462 5.75964045 0.424692336
1463 -4.98252741 0.867446071
1464 12.00352175 0.289615080
1465 7.53497791 0.350915526
1466 2.54579776 0.655113837
1467 -9.29572208 0.900136667
1468 6.41659249 0.100570650
1469 7.37095646 0.907179211
1470 -12.78417775 0.262214556
1471 0.87962107 0.624657444
1472 -5.96939907 0.296725805
1473 -2.56857339 0.604065931
1474 4.27131811 0.962952479
1475 21.72603838 0.442485270
1476 6.10056565 0.418383130
1477 10.48099521 0.333593221
1478 19.28363092 0.382408442
1479 2.12080726 0.601206970
1480 -6.82450704 0.740158518
1481 11.32395692 0.627015570
1482 5.00040701 0.476274658
1483 -11.64750733 0.105099095
1484 5.77442654 0.576560214
1485 0.31340364 0.516479036
1486 -2.09881449 0.146089191
1487 5.12411327 0.368130477
1488 1.70530391 0.621828438
1489 -12.95649749 0.355726301
1490 8.43735652 0.275383759
1491 -15.56161079 0.413160084
1492 5.28942694 0.069125495
1493 5.96040877 0.438716686
1494 -2.59318107 0.571116303
1495 6.95988992 0.650760909
1496 14.00074797 0.623645969
1497 1.66101456 0.558763985
1498 -2.57968349 0.648185379
1499 -5.47584253 0.716901151
1500 6.37222581 0.060563130
1501 2.83664864 0.842419730
1502 1.48926558 0.620280308
1503 0.33471689 0.170312461
1504 5.21648412 0.317639631
1505 0.51733642 0.843867329
1506 9.86005834 0.306036746
1507 -5.81145791 0.975655452
1508 -5.43219061 0.303385368
1509 5.87157118 0.677369776
1510 2.08889926 0.310200439
1511 -2.53433085 0.194730908
1512 7.01359575 0.674259533
1513 -2.00936260 0.682056466
1514 -2.98240739 0.787899917
1515 -7.43289210 0.357483044
1516 -12.58905988 0.981387385
1517 5.78095517 0.533526274
1518 -1.23065889 0.687266774
1519 -6.82309960 0.293249774
1520 8.47000829 0.842056399
1521 -5.81624772 0.303700280
1522 -14.83571031 0.311387926
1523 4.66808472 0.091222946
1524 -2.90144463 0.438301785
1525 10.62458662 0.828335698
1526 7.88002491 0.990156110
1527 10.27680283 0.251087079
1528 -9.42498970 0.292462244
1529 6.73027640 0.213065205
1530 1.28169895 0.353152789
1531 -14.29203733 0.264563048
1532 20.35772711 0.265208837
1533 3.55095071 0.242905653
1534 -17.97067670 0.373951756
1535 10.53141139 0.247520698
1536 0.05293205 0.579940423
1537 12.79674707 0.288031751
1538 -5.44235185 0.075899079
1539 14.29464811 0.960707538
1540 -1.36753291 0.124265178
1541 -4.25946974 0.521720352
1542 -12.46519252 0.385503339
1543 -6.65343143 0.540942219
1544 5.55949184 0.143194404
1545 -1.20480594 0.515905644
1546 -4.13839908 0.164461445
1547 -2.21345425 0.812969725
1548 3.94223380 0.229238952
1549 -10.78661097 0.395049514
1550 3.06997341 0.791234255
1551 24.82205477 0.110859039
1552 6.28791249 0.867125744
1553 -2.80296119 0.703583849
1554 13.24274039 0.425951975
1555 -0.19577471 0.361568727
1556 -2.34894781 0.954814545
1557 19.76339577 0.635462177
1558 -1.87591480 0.149121567
1559 -7.70962391 0.711708342
1560 -2.46291902 0.390902746
1562 regression /variables=v0 v1 /statistics defaults /dependent=v0 /method=enter.
1564 AT_CHECK([pspp -o pspp.csv regression.sps])
1565 AT_CHECK([cat pspp.csv], [0], [dnl
1566 Table: Reading free-form data from INLINE.
1571 Table: Model Summary (v0)
1572 ,R,R Square,Adjusted R Square,Std. Error of the Estimate
1576 ,,Sum of Squares,df,Mean Square,F,Significance
1577 ,Regression,235.23,1,235.23,3.58,.06
1578 ,Residual,98438.40,1498,65.71,,
1579 ,Total,98673.63,1499,,,
1581 Table: Coefficients (v0)
1582 ,,B,Std. Error,Beta,t,Significance
1583 ,(Constant),1.24,.42,.00,2.95,.00
1584 ,v1,1.37,.72,.05,1.89,.06
1589 AT_SETUP([LINEAR REGRESSION no crash on all missing])
1590 AT_DATA([regcrash.sps], [dnl
1591 data list list /x * y.
1606 regression /variables=x y /dependent=y.
1609 AT_CHECK([pspp -o pspp.csv regcrash.sps], [1], [ignore], [ignore])
1615 AT_SETUP([LINEAR REGRESSION missing dependent variable])
1617 dnl Test for a bug where missing values in the dependent variable were not being
1618 dnl ignored like they should have been.
1619 AT_DATA([reg-mdv-ref.sps], [dnl
1620 data list notable list / v0 to v2.
1622 0.65377128 7.735648 -23.97588
1623 -0.13087553 6.142625 -19.63854
1624 0.34880368 7.651430 -25.26557
1625 0.69249021 6.125125 -16.57090
1626 -0.07368178 8.245789 -25.80001
1627 -0.34404919 6.031540 -17.56743
1628 0.75981559 9.832291 -28.35977
1629 -0.46958313 5.343832 -16.79548
1630 -0.06108490 8.838262 -29.25689
1631 0.56154863 6.200189 -18.58219
1633 regression /variables=v0 v1
1634 /statistics defaults
1639 AT_CHECK([pspp -o pspp-ref.csv reg-mdv-ref.sps])
1641 AT_DATA([reg-mdv.sps], [dnl
1642 data list notable list / v0 to v2.
1644 0.65377128 7.735648 -23.97588
1645 -0.13087553 6.142625 -19.63854
1646 0.34880368 7.651430 -25.26557
1647 0.69249021 6.125125 -16.57090
1648 -0.07368178 8.245789 -25.80001
1649 -0.34404919 6.031540 -17.56743
1650 0.75981559 9.832291 -28.35977
1651 -0.46958313 5.343832 -16.79548
1652 -0.06108490 8.838262 -29.25689
1653 0.56154863 6.200189 -18.58219
1657 missing values v2 (9).
1659 regression /variables=v0 v1
1660 /statistics defaults
1665 AT_CHECK([pspp -o pspp.csv reg-mdv.sps])
1667 AT_CHECK([diff pspp.csv pspp-ref.csv])
1672 AT_SETUP([LINEAR REGRESSION with invalid syntax (and empty dataset)])
1674 AT_DATA([ss.sps], [dnl
1675 data list notable list / v0 to v2.
1679 regression /variables=v0 v1
1680 /statistics r coeff anova
1685 AT_CHECK([pspp ss.sps], [1], [ignore])
projects / pspp / blob