Results: mathlogreg4.sas

Gender, Ethnicity and Math performance

How good is the prediction?

The FREQ Procedure

The Freq Procedure

Table Prediction * passed

Cross-Tabular Freq Table

Frequency
Percent
Row Pct
Table of Prediction by passed
Prediction passed(Passed the course)
No Yes Total
Not Pass
207
35.75
71.13
84
14.51
28.87
291
50.26
 
Pass
88
15.20
30.56
200
34.54
69.44
288
49.74
 
Total
295
50.95
284
49.05
579
100.00

Gender, Ethnicity and Math performance

How good is the prediction?

The IML Procedure

PercentCorrect

PercentCorrect
70.29

Gender, Ethnicity and Math performance

How good is the prediction?

The FREQ Procedure

The Freq Procedure

Table pihat * passed

Cross-Tabular Freq Table

Frequency
Table of pihat by passed
pihat passed(Passed the course)
No Yes Total
0.0528054553
1
0
1
0.0695255698
0
1
1
0.088749503
1
0
1
0.1085440445
1
0
1
0.1250776932
1
0
1
0.1283463148
1
0
1
0.1355456517
0
1
1
0.1405583777
1
0
1
0.1420508183
1
0
1
0.1438825787
1
0
1
0.1438912015
1
0
1
0.1555970706
1
0
1
0.1575143585
1
0
1
0.1580844937
1
0
1
0.1583895172
1
0
1
0.1622406718
1
0
1
0.166762232
0
1
1
0.1776588785
1
0
1
0.1777319384
1
0
1
0.1810277301
2
0
2
0.1859566558
1
0
1
0.1876519445
1
0
1
0.1890185534
0
1
1
0.1909884869
1
0
1
0.1922959694
0
1
1
0.1946286643
0
1
1
0.1949768816
1
0
1
0.1995179343
1
0
1
0.2028623021
1
0
1
0.2045102282
0
1
1
0.2064251479
1
0
1
0.2065185374
1
0
1
0.2095235039
1
0
1
0.2172184733
1
0
1
0.2217512405
0
1
1
0.2230136157
1
0
1
0.2245665611
1
0
1
0.2251522009
0
1
1
0.2254646356
1
0
1
0.2287910865
0
1
1
0.2296125937
1
0
1
0.2375769526
2
0
2
0.2415116
1
0
1
0.2451201683
1
0
1
0.2453182111
1
0
1
0.2462989058
0
1
1
0.247416277
1
0
1
0.2480293888
0
1
1
0.248456745
0
1
1
0.2499554318
1
0
1
0.2534303278
1
0
1
0.2622029431
1
0
1
0.2665573481
1
0
1
0.2722870164
1
0
1
0.2786958197
0
1
1
0.2805691893
1
0
1
0.2807569482
1
0
1
0.2808296496
0
1
1
0.2816968908
1
0
1
0.2833489225
0
1
1
0.2842656277
1
0
1
0.2851107366
1
0
1
0.2911098274
0
1
1
0.2913905634
1
0
1
0.2930327427
1
1
2
0.2980815756
0
1
1
0.3018507954
1
0
1
0.3025593424
0
1
1
0.3029371966
1
0
1
0.3046164753
1
0
1
0.304949143
1
0
1
0.3128432856
0
1
1
0.3161114769
0
1
1
0.3167928538
0
1
1
0.3175053543
1
0
1
0.3178781878
2
0
2
0.320971667
1
0
1
0.323001957
1
0
1
0.3232359801
1
0
1
0.3242386856
0
1
1
0.329921527
1
0
1
0.3301426379
0
1
1
0.3317900569
1
0
1
0.3335527429
1
0
1
0.3353356959
1
0
1
0.3370116319
1
0
1
0.3417264525
0
1
1
0.348
131
55
186
0.3499952699
0
1
1
0.3543665725
1
0
1
0.3546297261
1
0
1
0.3595564027
1
0
1
0.3606924457
1
0
1
0.3634687939
1
0
1
0.3752966775
1
0
1
0.3759674406
1
0
1
0.3810155413
1
0
1
0.3836675706
1
0
1
0.3865968425
0
1
1
0.389857797
1
0
1
0.3906597114
1
0
1
0.3999772262
0
1
1
0.408139968
1
0
1
0.4194333441
0
1
1
0.4220313568
1
0
1
0.4256821617
1
0
1
0.4309711464
1
0
1
0.4317781522
1
0
1
0.434218524
1
0
1
0.4355726685
1
0
1
0.4357841104
0
1
1
0.4363988996
1
0
1
0.4394264752
1
0
1
0.4417013646
1
0
1
0.4443317439
1
0
1
0.4493864485
0
1
1
0.4501313506
0
1
1
0.4544541065
1
0
1
0.4551806249
0
1
1
0.4596529177
1
0
1
0.4608453325
1
0
1
0.4615013526
1
0
1
0.4661269636
0
1
1
0.4723432579
1
0
1
0.4790148349
1
0
1
0.4814610027
1
0
1
0.485641449
1
0
1
0.4868380415
1
1
2
0.4870878715
0
1
1
0.4912883817
1
0
1
0.4932004192
1
0
1
0.4944527276
0
1
1
0.4965625542
1
0
1
0.4971525308
0
1
1
0.4972775269
1
0
1
0.4983150064
1
0
1
0.5066471084
0
1
1
0.5169934524
1
0
1
0.5186912859
1
0
1
0.5194401953
0
1
1
0.5221704529
0
1
1
0.5231708916
0
1
1
0.5249193369
0
1
1
0.525151254
1
0
1
0.525774633
1
0
1
0.5265774265
0
1
1
0.529126985
0
1
1
0.5296426976
1
0
1
0.5305344563
1
0
1
0.533223474
0
1
1
0.5377057787
0
1
1
0.5427702207
1
0
1
0.5517366612
0
1
1
0.5541764767
0
1
1
0.5598590404
0
1
1
0.560070948
0
1
1
0.5607755061
1
0
1
0.5639257336
1
0
1
0.5656660062
0
1
1
0.5675985619
0
1
1
0.5679151395
1
1
2
0.574256718
0
1
1
0.5787270526
0
1
1
0.5802257049
0
1
1
0.5929562632
1
0
1
0.596369359
0
1
1
0.5977983716
1
0
1
0.5988462219
1
0
1
0.5991560783
1
0
1
0.6035454639
1
1
2
0.6039736926
0
1
1
0.608020725
1
0
1
0.6142920525
0
1
1
0.6143773464
1
0
1
0.620744631
1
0
1
0.6220244759
0
1
1
0.6223441725
1
0
1
0.6260691638
0
1
1
0.6279751634
0
1
1
0.6282928345
1
0
1
0.6292941725
1
0
1
0.6324426073
1
0
1
0.6374330257
0
1
1
0.638869311
0
1
1
0.6400566431
0
1
1
0.6405840534
0
1
1
0.6458850571
0
1
1
0.6462943546
0
1
1
0.6496065031
0
1
1
0.649931927
0
1
1
0.6586198852
1
0
1
0.6636828977
0
1
1
0.6639863929
1
0
1
0.6673447255
0
1
1
0.6693418823
0
1
1
0.6694370444
0
1
1
0.6721223782
1
0
1
0.6778175169
1
0
1
0.6782715812
0
1
1
0.6793943769
0
1
1
0.6820827812
0
1
1
0.685315766
1
0
1
0.685994692
1
0
1
0.6897262912
0
1
1
0.690842284
0
1
1
0.6926717868
0
1
1
0.6936926531
1
0
1
0.6992102567
0
1
1
0.7000529466
0
1
1
0.7011625577
0
1
1
0.7028089723
0
1
1
0.7031075677
1
0
1
0.7058473197
0
1
1
0.7080846943
0
1
1
0.7087642739
1
0
1
0.7089850913
0
1
1
0.7097376035
1
0
1
0.7118549152
0
2
2
0.7152173042
0
1
1
0.7163524809
0
1
1
0.722258042
0
1
1
0.7253187741
0
1
1
0.7278615683
1
0
1
0.7287816596
1
0
1
0.7311647358
0
1
1
0.7329320743
0
1
1
0.7370980939
0
1
1
0.7406577452
0
1
1
0.7416457504
0
1
1
0.7426312994
0
1
1
0.7433683702
0
1
1
0.7456812825
0
1
1
0.7471840903
0
1
1
0.7478182671
1
0
1
0.7527363765
0
1
1
0.7541185362
0
1
1
0.7542112363
1
0
1
0.7584426011
1
0
1
0.7589003236
1
0
1
0.7606761403
1
0
1
0.7618592605
0
1
1
0.7643161096
0
1
1
0.7648686814
0
1
1
0.7677767844
0
1
1
0.77127772
1
0
1
0.77268768
0
1
1
0.7739043242
0
1
1
0.7742033938
1
0
1
0.7746418711
1
0
1
0.775764125
0
1
1
0.7762855557
1
0
1
0.7793633263
1
0
1
0.7813002954
1
0
1
0.7813737607
0
1
1
0.7822641772
0
1
1
0.7845463758
1
0
1
0.7871699145
1
0
1
0.787397671
0
1
1
0.7921592033
0
1
1
0.7925705102
0
1
1
0.7974544633
0
1
1
0.7988721267
0
1
1
0.8012634952
0
1
1
0.8017074023
0
1
1
0.8029776965
1
0
1
0.8037343965
0
1
1
0.8053540928
0
1
1
0.80548887
0
1
1
0.8073201029
0
1
1
0.8084856207
0
1
1
0.8090717655
0
1
1
0.8130938621
1
0
1
0.8167826691
0
1
1
0.8187438424
0
1
1
0.8196443808
0
1
1
0.8257570482
0
1
1
0.8266616475
0
1
1
0.8272855119
0
1
1
0.829106775
1
0
1
0.8301583594
0
1
1
0.832046336
0
1
1
0.8333016764
0
1
1
0.8356333037
0
1
1
0.8383754529
0
1
1
0.8385109091
0
1
1
0.8405250635
0
1
1
0.8405920734
1
0
1
0.8412141733
0
1
1
0.842166891
0
1
1
0.8427177336
1
0
1
0.8429164482
0
1
1
0.8442570345
0
1
1
0.8456248314
0
1
1
0.8524805045
0
1
1
0.8538160485
1
0
1
0.8553272687
0
1
1
0.8554064459
0
1
1
0.8599723097
0
1
1
0.8617795951
0
1
1
0.8635507597
0
1
1
0.8641141872
0
1
1
0.8652852918
1
0
1
0.8669942518
0
1
1
0.8692461734
0
1
1
0.8719610231
1
0
1
0.8721049761
0
1
1
0.8738889015
0
1
1
0.8765372813
0
1
1
0.8782530443
0
1
1
0.8798118874
1
0
1
0.8810917944
0
1
1
0.8874655194
0
1
1
0.8879927523
0
1
1
0.892252631
0
1
1
0.8929791923
0
1
1
0.8948915628
0
1
1
0.896594913
0
1
1
0.8970381629
0
1
1
0.8998572976
0
1
1
0.9011964737
0
1
1
0.90420538
0
1
1
0.9049339462
0
1
1
0.905290365
0
1
1
0.9065703596
0
1
1
0.9066668735
1
0
1
0.9076430313
0
1
1
0.9096731006
1
0
1
0.9105565969
0
1
1
0.911391923
0
1
1
0.9116169756
0
1
1
0.9143496706
0
1
1
0.9146741168
0
1
1
0.9152304893
0
1
1
0.9158776115
0
1
1
0.9166677917
1
1
2
0.9172616845
0
1
1
0.9179481844
0
1
1
0.9183247449
0
1
1
0.9191043789
0
1
1
0.9205914282
0
1
1
0.9210398494
0
1
1
0.9217445753
1
0
1
0.9239242125
1
0
1
0.9260089665
0
1
1
0.9265804075
0
1
1
0.9314966535
0
1
1
0.9315878465
0
1
1
0.9327142244
0
1
1
0.9327769556
0
1
1
0.9328577988
0
1
1
0.9335000611
0
1
1
0.9342024151
0
1
1
0.9383904946
0
1
1
0.9414472356
1
0
1
0.9421608428
0
1
1
0.943058291
1
0
1
0.9440753113
0
1
1
0.9456403414
0
1
1
0.9461454798
0
1
1
0.9463565486
0
1
1
0.947002651
0
1
1
0.9485390651
0
1
1
0.9497577192
0
1
1
0.951519568
0
1
1
0.9559234525
0
1
1
0.9619879972
0
1
1
0.9634031573
0
1
1
0.9701466447
0
1
1
0.9712671363
0
1
1
0.9773195422
0
1
1
0.9774728661
0
1
1
0.9777484335
0
1
1
0.9781050273
0
1
1
0.9798216437
0
1
1
0.9834020688
0
1
1
0.983818296
0
1
1
0.9851785874
0
1
1
0.9855570413
0
1
1
0.9886795563
0
1
1
0.9888614261
0
1
1
0.9893122312
0
1
1
0.9925392455
0
1
1
0.992595167
0
1
1
0.993473198
0
1
1
0.9948070145
0
1
1
Total
295
284
579