Model Information
Data Set
DERIVED.STUDY_POPULATION
Response Variable
ae8
Nausea With Vomiting
Number of Response Levels
2
Number of Observations
2685854
Model
binary logit
Optimization Technique
Fisher's scoring
Response Profile
Ordered Value
Total Frequency
1
29880
0
2655974
Probability modeled is ae8=1.
Model Convergence Status
Convergence criterion (GCONV=1E-8) satisfied.
Model Fit Statistics
Criterion
Intercept Only
Intercept and Covariates
AIC
328262.57
297119.16
SC
328275.37
298373.90
-2 Log L
328260.57
296923.16
Testing Global Null Hypothesis: BETA=0
Test
Chi-Square
DF
Pr > ChiSq
Likelihood Ratio
31337.4153
97
<.0001
Score
42281.3443
Wald
31037.0319
Analysis of Maximum Likelihood Estimates
Parameter
Estimate
Standard Error
Wald Chi-Square
Intercept
-4.4569
0.0211
44722.6933
opioid
2.2218
0.0533
1734.5015
anesthesia
2.1106
0.0962
480.9108
otherdx
1.1077
0.0191
3346.5092
agegrp
-0.1169
0.00377
958.7501
female
0.5240
0.0129
1661.1968
interact_any
0.1617
0.0993
2.6496
0.1036
laparoscopy
-0.1931
0.0965
4.0059
0.0453
laparotomy
0.0184
0.0860
0.0460
0.8302
plastic_surgery
-0.5116
0.1581
10.4721
0.0012
maj_breast_rstn
-0.5967
0.3196
3.4843
0.0620
craniotomy
-0.2001
0.2451
0.6670
0.4141
hysterectomy
0.8937
0.0527
287.7137
GU
0.0539
0.0546
0.9748
0.3235
orthopedic
-0.0189
0.0372
0.2585
0.6111
abdominal
-0.6816
0.0318
459.3386
other_abdominal
-0.0282
0.0344
0.6736
0.4118
hosp1
0.3338
0.0644
26.8421
hosp2
0.4580
0.0764
35.9603
hosp3
-0.2645
0.0777
11.5838
0.0007
hosp4
0.8125
0.0496
268.4418
hosp5
-0.1678
0.1059
2.5094
0.1132
hosp6
-0.0881
0.0747
1.3899
0.2384
hosp7
-0.3972
0.1167
11.5957
hosp8
-1.4335
0.1482
93.6254
hosp9
-0.5200
0.1142
20.7429
hosp10
-0.5138
0.0951
29.1971
hosp11
-1.1248
0.1533
53.8226
hosp12
-0.3874
0.0804
23.2472
hosp13
0.2136
0.0748
8.1420
0.0043
hosp14
0.0535
0.0958
0.3115
0.5768
hosp15
0.4599
0.0831
30.6376
hosp16
0.3782
0.0630
36.0225
hosp17
-0.6937
0.1282
29.2808
hosp18
-0.9604
0.1371
49.0638
hosp19
0.7599
0.0676
126.1709
hosp20
0.3097
0.0827
14.0228
0.0002
hosp21
0.00539
0.0851
0.0040
0.9495
hosp22
-0.7818
0.1233
40.2398
hosp23
-0.3730
0.1001
13.8840
hosp24
0.8510
0.0547
242.3875
hosp25
-0.7122
0.1538
21.4341
hosp26
-0.5953
0.1390
18.3329
hosp27
-0.8648
0.1134
58.1165
hosp28
-0.0941
0.1250
0.5664
0.4517
hosp29
0.1911
0.0717
7.0984
0.0077
hosp30
0.9209
0.0784
138.1208
hosp31
0.5022
0.0762
43.4068
hosp32
0.5467
0.0495
121.9276
hosp33
0.2532
0.0568
19.8726
hosp34
-0.4860
0.1399
12.0621
0.0005
hosp35
0.2771
0.0902
9.4495
0.0021
hosp36
0.1743
0.1046
2.7752
0.0957
hosp37
-0.4964
0.1075
21.3157
hosp38
0.3750
0.0727
26.6380
hosp39
-0.0938
0.0897
1.0926
0.2959
hosp40
0.3890
0.0590
43.4576
hosp41
0.8239
0.0688
143.5517
hosp42
0.1257
0.0890
1.9952
0.1578
hosp43
-0.3155
0.1603
3.8718
0.0491
hosp44
0.1614
0.1587
1.0346
0.3091
hosp45
0.2287
0.1864
1.5056
0.2198
hosp46
-0.4618
0.1148
16.1820
hosp47
0.5621
0.0730
59.2157
hosp48
-0.7596
0.3554
4.5671
0.0326
hosp49
-0.2039
0.1131
3.2518
0.0713
hosp50
0.4757
0.0691
47.4157
hosp51
0.0298
0.1288
0.0537
0.8168
hosp52
-0.2234
0.0922
5.8723
0.0154
hosp53
-0.7159
0.4106
3.0390
0.0813
hosp54
-0.3448
0.1742
3.9187
0.0478
hosp55
-0.9488
0.2518
14.2029
hosp56
0.5735
48.1437
hosp57
0.5259
0.0835
39.6193
hosp58
-0.4179
0.1330
9.8782
0.0017
hosp59
-1.1144
0.1698
43.0683
hosp60
-1.6877
0.2782
36.8094
hosp61
-0.1794
3.5065
0.0611
hosp62
-0.1701
0.1193
2.0335
0.1539
hosp63
0.0920
0.5412
0.4619
source4
-0.0763
0.0355
4.6099
source5
-0.2870
0.0817
12.3488
0.0004
source6
0.0646
0.0722
0.8007
0.3709
source7
0.2262
0.0136
276.4649
sev_resp
-0.1458
0.0118
153.6370
sev_pulmonary
-0.2610
0.0259
101.3188
sev_coronary
-0.3352
0.0223
225.5841
sev_cardio
-0.3571
765.8904
sev_GI
0.4386
0.00626
4914.8197
sev_hepatitic
0.2809
0.00977
826.3081
sev_musc
-0.2544
0.0137
344.4250
sev_skin
-0.2342
0.0250
87.6928
sev_diabetes
0.4398
0.0105
1754.7064
sev_renal
0.2079
0.00927
502.7648
sev_maternity
-1.4268
0.0246
3351.4404
sev_psych
-0.4816
0.0468
105.8075
sev_alcohol_drugs
-0.4180
0.0406
106.2060
sev_HIV
0.1543
0.0276
31.2540
Odds Ratio Estimates
Effect
Point Estimate
95% Wald Confidence Limits
9.224
8.308
10.241
8.253
6.835
9.967
3.027
2.916
3.143
0.890
0.883
0.896
1.689
1.647
1.732
1.176
0.968
1.428
0.824
0.682
0.996
1.019
0.861
1.206
0.600
0.440
0.817
0.551
0.294
1.030
0.819
0.506
1.323
2.444
2.204
2.710
1.055
0.948
1.175
0.981
0.912
0.475
0.538
0.972
0.909
1.040
1.396
1.231
1.584
1.581
1.361
1.836
0.768
0.659
0.894
2.254
2.045
2.484
0.846
0.687
1.041
0.916
0.791
1.060
0.672
0.535
0.845
0.238
0.178
0.319
0.595
0.744
0.598
0.496
0.721
0.325
0.240
0.439
0.679
0.580
0.795
1.238
1.069
1.434
0.874
1.273
1.346
1.864
1.460
1.290
1.652
0.500
0.389
0.642
0.383
0.293
0.501
2.138
1.873
2.441
1.363
1.159
1.603
1.005
0.851
1.188
0.458
0.359
0.583
0.689
0.566
0.838
2.342
2.104
2.607
0.491
0.363
0.663
0.420
0.724
0.421
0.337
0.526
0.910
0.712
1.163
1.211
1.052
1.393
2.512
2.154
2.928
1.423
1.919
1.728
1.568
1.904
1.288
1.152
1.440
0.615
0.468
0.809
1.319
1.106
1.574
1.190
0.970
1.461
0.609
0.493
0.751
1.455
1.262
1.678
0.764
1.086
1.475
1.314
1.656
2.279
1.992
2.608
1.134
0.952
1.350
0.729
0.533
0.999
1.604
1.257
0.872
1.811
0.630
0.503
0.789
1.754
1.520
2.024
0.233
0.939
0.816
0.653
1.018
1.609
1.405
1.843
0.800
1.326
0.668
0.958
0.489
0.219
1.093
0.708
0.997
0.387
0.236
0.634
1.775
1.509
2.087
1.692
1.436
1.993
0.658
0.507
0.854
0.328
0.235
0.185
0.107
0.836
0.693
1.008
0.844
1.066
1.096
0.858
1.401
0.927
0.864
0.993
0.639
0.881
1.067
0.926
1.229
1.254
1.221
0.884
0.770
0.732
0.810
0.715
0.685
0.747
0.700
0.718
1.550
1.532
1.570
1.324
1.299
0.775
0.755
0.797
0.753
0.831
1.552
1.521
1.585
1.209
0.229
0.252
0.618
0.564
0.677
0.608
0.713
1.167
1.105
1.232
Association of Predicted Probabilities and Observed Responses
Percent Concordant
75.5
Somers' D
0.556
Percent Discordant
19.9
Gamma
Percent Tied
4.6
Tau-a
0.012
Pairs
79360503120
c
0.778
BACK
