Output from glogist1.sas

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5 Graphs 
                Logistic Regression: Arthritis Treatment data                1

                         TABLE 1 OF TREAT BY IMPROVE
                          CONTROLLING FOR SEX=Female

                 TREAT     IMPROVE

                 Frequency|       0|       1|       2|  Total
                 ---------+--------+--------+--------+
                 Placebo  |     19 |      7 |      6 |     32
                 ---------+--------+--------+--------+
                 Treated  |      6 |      5 |     16 |     27
                 ---------+--------+--------+--------+
                 Total          25       12       22       59


                         TABLE 2 OF TREAT BY IMPROVE
                           CONTROLLING FOR SEX=Male

                 TREAT     IMPROVE

                 Frequency|       0|       1|       2|  Total
                 ---------+--------+--------+--------+
                 Placebo  |     10 |      0 |      1 |     11
                 ---------+--------+--------+--------+
                 Treated  |      7 |      2 |      5 |     14
                 ---------+--------+--------+--------+
                 Total          17        2        6       25

                Logistic Regression: Arthritis Treatment data                2

                   SUMMARY STATISTICS FOR TREAT BY IMPROVE
                             CONTROLLING FOR SEX


          Cochran-Mantel-Haenszel Statistics (Based on Table Scores)

        Statistic   Alternative Hypothesis    DF       Value      Prob
        --------------------------------------------------------------


           1        Nonzero Correlation        1      14.632     0.001
           2        Row Mean Scores Differ     1      14.632     0.001
           3        General Association        2      14.632     0.001

        Total Sample Size = 84






                Logistic Regression: Arthritis Treatment data                3
                    Estimated Effects of Treatment and Sex



                            The LOGISTIC Procedure



    Data Set: WORK.ARTHRIT
    Response Variable: BETTER
    Response Levels: 2
    Number of Observations: 84
    Link Function: Logit




                               Response Profile

                          Ordered
                            Value  BETTER     Count



                                1       1        42
                                2       0        42





     Model Fitting Information and Testing Global Null Hypothesis BETA=0

                              Intercept
                Intercept        and
  Criterion       Only       Covariates    Chi-Square for Covariates



  AIC             118.449       104.222         .
  SC              120.880       111.514         .
  -2 LOG L        116.449        98.222       18.227 with 2 DF (p=0.0001)
  Score              .             .          16.797 with 2 DF (p=0.0002)




                   Analysis of Maximum Likelihood Estimates

              Parameter Standard    Wald       Pr >    Standardized     Odds
  Variable DF  Estimate   Error  Chi-Square Chi-Square   Estimate      Ratio



  INTERCPT 1    -1.9037   0.5982    10.1286     0.0015            .     .
  _SEX_    1     1.4687   0.5756     6.5092     0.0107     0.372433    4.343
  _TREAT_  1     1.7817   0.5188    11.7961     0.0006     0.493956    5.940




        Association of Predicted Probabilities and Observed Responses


                  Concordant = 61.7%          Somers' D = 0.480
                  Discordant = 13.8%          Gamma     = 0.635
                  Tied       = 24.5%          Tau-a     = 0.243
                  (1764 pairs)                c         = 0.740




                Logistic Regression: Arthritis Treatment data                4
                    Estimated Effects of Treatment and Sex



                            The LOGISTIC Procedure

                   Hosmer and Lemeshow Goodness-of-Fit Test

                                 BETTER = 1              BETTER = 0
                            --------------------    --------------------
       Group       Total    Observed    Expected    Observed    Expected



           1          11           1        1.43          10        9.57
           2          32          13       12.57          19       19.43
           3          14           7        6.57           7        7.43
           4          27          21       21.43           6        5.57

           Goodness-of-fit Statistic = 0.2637 with 2 DF (p=0.8765)




                Logistic Regression: Arthritis Treatment data                5
                    Estimated Effects of Treatment and Sex



  OBS PREDICT  LOWER   UPPER    LOGIT   TREAT   SEX   _TYPE_ _FREQ_   OBS


   1  0.39292 0.31619 0.47532 -0.43506 Placebo Female    3     32   0.40625
   2  0.12969 0.07682 0.21065 -1.90371 Placebo Male      3     11   0.09091
   3  0.79358 0.71527 0.85472  1.34662 Treated Female    3     27   0.77778
   4  0.46953 0.35681 0.58545 -0.12203 Treated Male      3     14   0.50000




                Logistic Regression: Arthritis Treatment data                6
                 Estimated Effects of Age, Treatment and Sex



                            The LOGISTIC Procedure



    Data Set: WORK.ARTHRIT
    Response Variable: BETTER
    Response Levels: 2
    Number of Observations: 84
    Link Function: Logit




                               Response Profile

                       Ordered
                         Value  BETTER           Count



                             1  improved            42
                             2  not improved        42





     Model Fitting Information and Testing Global Null Hypothesis BETA=0

                              Intercept
                Intercept        and
  Criterion       Only       Covariates    Chi-Square for Covariates



  AIC             118.449       100.063         .
  SC              120.880       109.786         .
  -2 LOG L        116.449        92.063       24.386 with 3 DF (p=0.0001)
  Score              .             .          22.005 with 3 DF (p=0.0001)




                   Analysis of Maximum Likelihood Estimates

              Parameter Standard    Wald       Pr >    Standardized     Odds
  Variable DF  Estimate   Error  Chi-Square Chi-Square   Estimate      Ratio



  INTERCPT 1    -4.5033   1.3074    11.8649     0.0006            .     .
  _SEX_    1     1.4878   0.5948     6.2576     0.0124     0.377296    4.427
  _TREAT_  1     1.7598   0.5365    10.7596     0.0010     0.487891    5.811
  AGE      1     0.0487   0.0207     5.5655     0.0183     0.343176    1.050




        Association of Predicted Probabilities and Observed Responses


                  Concordant = 78.9%          Somers' D = 0.583
                  Discordant = 20.5%          Gamma     = 0.587
                  Tied       =  0.6%          Tau-a     = 0.295
                  (1764 pairs)                c         = 0.792




                Logistic Regression: Arthritis Treatment data                7
                 Estimated Effects of Age, Treatment and Sex



                            The LOGISTIC Procedure

                   Hosmer and Lemeshow Goodness-of-Fit Test

                                                        BETTER = not
                              BETTER = improved           improved
                            --------------------    --------------------
       Group       Total    Observed    Expected    Observed    Expected



           1           9           0        1.09           9        7.91
           2           8           3        1.48           5        6.52
           3           8           2        2.00           6        6.00
           4           8           2        3.04           6        4.96
           5           8           5        3.64           3        4.36
           6           9           5        4.82           4        4.18
           7           8           4        4.78           4        3.22
           8           8           5        5.77           3        2.23
           9           8           7        6.62           1        1.38
          10          10           9        8.77           1        1.23

           Goodness-of-fit Statistic = 5.5549 with 8 DF (p=0.6970)




                Logistic Regression: Arthritis Treatment data                8
                 Estimated Effects of Age, Treatment and Sex



ID   TREAT   AGE   SEX    IMPROVE  PREDICT    LOWER    UPPER    LOGIT  SELOGIT


57  Treated   27  Male       1       0.194    0.103    0.334   -1.427    0.758
 9  Placebo   37  Male       0       0.063    0.032    0.120   -2.700    0.725
46  Treated   29  Male       0       0.209    0.115    0.350   -1.330    0.728
14  Placebo   44  Male       0       0.086    0.047    0.152   -2.358    0.658
77  Treated   30  Male       0       0.217    0.122    0.357   -1.281    0.713
73  Placebo   50  Male       0       0.112    0.065    0.188   -2.066    0.622
17  Treated   32  Male       2       0.234    0.136    0.374   -1.184    0.684
74  Placebo   51  Male       0       0.117    0.068    0.195   -2.017    0.618
36  Treated   46  Male       2       0.377    0.265    0.505   -0.501    0.533
25  Placebo   52  Male       0       0.123    0.071    0.203   -1.968    0.615
23  Treated   58  Male       2       0.521    0.398    0.641    0.084    0.510
18  Placebo   53  Male       0       0.128    0.075    0.210   -1.920    0.612
75  Treated   59  Male       0       0.533    0.409    0.653    0.133    0.513
21  Placebo   59  Male       0       0.164    0.098    0.263   -1.627    0.612
39  Treated   59  Male       2       0.533    0.409    0.653    0.133    0.513
52  Placebo   59  Male       0       0.164    0.098    0.263   -1.627    0.612
33  Treated   63  Male       0       0.581    0.452    0.700    0.328    0.535
45  Placebo   62  Male       0       0.185    0.110    0.294   -1.481    0.622
55  Treated   63  Male       0       0.581    0.452    0.700    0.328    0.535
41  Placebo   62  Male       0       0.185    0.110    0.294   -1.481    0.622
30  Treated   64  Male       0       0.593    0.462    0.712    0.376    0.542
 8  Placebo   63  Male       2       0.193    0.115    0.305   -1.432    0.626
 5  Treated   64  Male       1       0.593    0.462    0.712    0.376    0.542
80  Placebo   23  Female     0       0.131    0.069    0.235   -1.894    0.730
63  Treated   69  Male       0       0.650    0.512    0.767    0.620    0.587
12  Placebo   30  Female     0       0.175    0.105    0.277   -1.553    0.609
83  Treated   70  Male       2       0.661    0.521    0.778    0.669    0.598
29  Placebo   30  Female     0       0.175    0.105    0.277   -1.553    0.609
66  Treated   23  Female     0       0.466    0.295    0.646   -0.134    0.754
50  Placebo   31  Female     1       0.182    0.111    0.283   -1.504    0.592
40  Treated   32  Female     0       0.575    0.427    0.712    0.304    0.616
38  Placebo   32  Female     0       0.189    0.117    0.290   -1.456    0.576
 6  Treated   37  Female     1       0.634    0.503    0.747    0.548    0.551
35  Placebo   33  Female     2       0.197    0.124    0.297   -1.407    0.560
 7  Treated   41  Female     0       0.678    0.562    0.775    0.743    0.508
51  Placebo   37  Female     0       0.229    0.155    0.326   -1.212    0.499
72  Treated   41  Female     2       0.678    0.562    0.775    0.743    0.508
54  Placebo   44  Female     0       0.295    0.219    0.385   -0.871    0.412
37  Treated   48  Female     0       0.747    0.654    0.822    1.084    0.461
76  Placebo   45  Female     0       0.305    0.229    0.394   -0.822    0.402
82  Treated   48  Female     2       0.747    0.654    0.822    1.084    0.461
16  Placebo   46  Female     0       0.316    0.239    0.404   -0.773    0.393
53  Treated   55  Female     2       0.806    0.727    0.866    1.425    0.456
69  Placebo   48  Female     0       0.337    0.260    0.424   -0.676    0.378
79  Treated   55  Female     2       0.806    0.727    0.866    1.425    0.456
31  Placebo   49  Female     0       0.348    0.271    0.434   -0.627    0.372
26  Treated   56  Female     2       0.814    0.736    0.872    1.474    0.459
20  Placebo   51  Female     0       0.371    0.292    0.456   -0.529    0.364
28  Treated   57  Female     2       0.821    0.745    0.878    1.523    0.463
68  Placebo   53  Female     0       0.394    0.314    0.480   -0.432    0.359




                Logistic Regression: Arthritis Treatment data                9
                 Estimated Effects of Age, Treatment and Sex



ID   TREAT   AGE   SEX    IMPROVE  PREDICT    LOWER    UPPER    LOGIT  SELOGIT


60  Treated   57  Female     2       0.821    0.745    0.878    1.523    0.463
81  Placebo   54  Female     0       0.405    0.325    0.492   -0.383    0.359
22  Treated   57  Female     2       0.821    0.745    0.878    1.523    0.463
 4  Placebo   54  Female     0       0.405    0.325    0.492   -0.383    0.359
27  Treated   58  Female     0       0.828    0.753    0.884    1.572    0.468
78  Placebo   54  Female     2       0.405    0.325    0.492   -0.383    0.359
 2  Treated   59  Female     2       0.835    0.761    0.889    1.620    0.474
70  Placebo   55  Female     2       0.417    0.335    0.504   -0.334    0.360
59  Treated   59  Female     2       0.835    0.761    0.889    1.620    0.474
49  Placebo   57  Female     0       0.441    0.356    0.530   -0.237    0.365
62  Treated   60  Female     2       0.841    0.769    0.894    1.669    0.481
10  Placebo   57  Female     1       0.441    0.356    0.530   -0.237    0.365
84  Treated   61  Female     2       0.848    0.776    0.900    1.718    0.488
47  Placebo   58  Female     1       0.453    0.366    0.543   -0.188    0.369
64  Treated   62  Female     1       0.854    0.783    0.905    1.767    0.496
44  Placebo   59  Female     1       0.465    0.376    0.556   -0.139    0.375
34  Treated   62  Female     2       0.854    0.783    0.905    1.767    0.496
24  Placebo   59  Female     2       0.465    0.376    0.556   -0.139    0.375
58  Treated   66  Female     2       0.877    0.809    0.923    1.962    0.535
48  Placebo   61  Female     0       0.490    0.396    0.583   -0.042    0.389
13  Treated   67  Female     2       0.882    0.814    0.927    2.010    0.546
19  Placebo   63  Female     1       0.514    0.416    0.611    0.056    0.406
61  Treated   68  Female     1       0.887    0.820    0.931    2.059    0.558
 3  Placebo   64  Female     0       0.526    0.425    0.625    0.104    0.417
65  Treated   68  Female     2       0.887    0.820    0.931    2.059    0.558
67  Placebo   65  Female     2       0.538    0.435    0.639    0.153    0.427
11  Treated   69  Female     0       0.892    0.825    0.935    2.108    0.571
32  Placebo   66  Female     0       0.550    0.444    0.652    0.202    0.439
56  Treated   69  Female     1       0.892    0.825    0.935    2.108    0.571
42  Placebo   66  Female     0       0.550    0.444    0.652    0.202    0.439
43  Treated   70  Female     1       0.896    0.830    0.938    2.157    0.583
15  Placebo   66  Female     1       0.550    0.444    0.652    0.202    0.439
71  Placebo   68  Female     1       0.574    0.462    0.679    0.299    0.464
 1  Placebo   74  Female     2       0.644    0.514    0.756    0.592    0.551




                Logistic Regression: Arthritis Treatment data               10
                 Estimated Effects of Age, Treatment and Sex



                            The LOGISTIC Procedure



    Data Set: WORK.ARTHRIT
    Response Variable: IMPROVE
    Response Levels: 3
    Number of Observations: 84
    Link Function: Logit




                               Response Profile

                          Ordered
                            Value  IMPROVE     Count



                                1        0        42
                                2        1        14
                                3        2        28





               Score Test for the Proportional Odds Assumption


                   Chi-Square = 2.4917 with 3 DF (p=0.4768)




     Model Fitting Information and Testing Global Null Hypothesis BETA=0

                              Intercept
                Intercept        and
  Criterion       Only       Covariates    Chi-Square for Covariates



  AIC             173.916       155.458         .
  SC              178.778       167.612         .
  -2 LOG L        169.916       145.458       24.458 with 3 DF (p=0.0001)
  Score              .             .          22.347 with 3 DF (p=0.0001)




                   Analysis of Maximum Likelihood Estimates

              Parameter Standard    Wald       Pr >    Standardized     Odds
  Variable DF  Estimate   Error  Chi-Square Chi-Square   Estimate      Ratio



  INTERCP1 1     3.7837   1.1530    10.7683     0.0010            .     .
  INTERCP2 1     4.6827   1.1949    15.3569     0.0001            .     .
  _SEX_    1    -1.2517   0.5321     5.5343     0.0186    -0.317412    0.286
  _TREAT_  1    -1.7453   0.4772    13.3770     0.0003    -0.483871    0.175
  AGE      1    -0.0382   0.0185     4.2358     0.0396    -0.268666    0.963




                Logistic Regression: Arthritis Treatment data               11
                 Estimated Effects of Age, Treatment and Sex



                            The LOGISTIC Procedure

        Association of Predicted Probabilities and Observed Responses


                  Concordant = 74.7%          Somers' D = 0.500
                  Discordant = 24.7%          Gamma     = 0.503
                  Tied       =  0.6%          Tau-a     = 0.309
                  (2156 pairs)                c         = 0.750




                Logistic Regression: Arthritis Treatment data               12
                 Estimated Effects of Age, Treatment and Sex



                             I _    P                                S
                             M L    R                                E
              T              P E    E       L       U        L       L
              R              R V    D       O       P        O       O
     O        E     A   S    O E    I       W       P        G       G
     B   I    A     G   E    V L    C       E       E        I       I
     S   D    T     E   X    E _    T       R       R        T       T


      1 57 Treated 27 Male   1 0 0.73262 0.58349 0.84275  1.00797 0.68869
      2 57 Treated 27 Male   1 1 0.87068 0.77101 0.93086  1.90697 0.71138
      3  9 Placebo 37 Male   0 0 0.91464 0.85136 0.95248  2.37165 0.64301
      4  9 Placebo 37 Male   0 1 0.96341 0.93061 0.98102  3.27065 0.69248
      5 46 Treated 29 Male   0 0 0.71741 0.57120 0.82872  0.93165 0.66205
      6 46 Treated 29 Male   0 1 0.86184 0.76206 0.92395  1.83064 0.68434
      7 14 Placebo 44 Male   0 0 0.89134 0.82222 0.93569  2.10451 0.58828
      8 14 Placebo 44 Male   0 1 0.95273 0.91551 0.97402  3.00351 0.63719
      9 77 Treated 30 Male   0 0 0.70961 0.56492 0.82139  0.89348 0.64912
     10 77 Treated 30 Male   0 1 0.85723 0.75744 0.92029  1.79248 0.67119
     11 73 Placebo 50 Male   0 0 0.86710 0.79063 0.91852  1.87553 0.56135
     12 73 Placebo 50 Male   0 1 0.94128 0.89863 0.96665  2.77453 0.60813
     13 17 Treated 32 Male   2 0 0.69363 0.55211 0.80614  0.81716 0.62410
     14 17 Treated 32 Male   2 1 0.84763 0.74785 0.91254  1.71616 0.64567
     15 74 Placebo 51 Male   0 0 0.86264 0.78464 0.91543  1.83737 0.55890
     16 74 Placebo 51 Male   0 1 0.93914 0.89538 0.96530  2.73637 0.60514
     17 36 Treated 46 Male   2 0 0.57025 0.45071 0.68213  0.28288 0.49347
     18 36 Treated 46 Male   2 1 0.76529 0.66517 0.84255  1.18188 0.50861
     19 25 Placebo 52 Male   0 0 0.85805 0.77844 0.91228  1.79921 0.55705
     20 25 Placebo 52 Male   0 1 0.93692 0.89198 0.96392  2.69821 0.60271
     21 23 Treated 58 Male   2 0 0.45634 0.34574 0.57143 -0.17507 0.47504
     22 23 Treated 58 Male   2 1 0.67347 0.56375 0.76700  0.72393 0.47995
     23 18 Placebo 53 Male   0 0 0.85334 0.77200 0.90908  1.76105 0.55581
     24 18 Placebo 53 Male   0 1 0.93463 0.88843 0.96250  2.66004 0.60084
     25 75 Treated 59 Male   0 0 0.44689 0.33648 0.56281 -0.21323 0.47817
     26 75 Treated 59 Male   0 1 0.66502 0.55382 0.76050  0.68576 0.48214
     27 21 Placebo 59 Male   0 0 0.82231 0.72815 0.88883  1.53207 0.56134
     28 21 Placebo 59 Male   0 1 0.91917 0.86354 0.95334  2.43107 0.60162
     29 39 Treated 59 Male   2 0 0.44689 0.33648 0.56281 -0.21323 0.47817
     30 39 Treated 59 Male   2 1 0.66502 0.55382 0.76050  0.68576 0.48214
     31 52 Placebo 59 Male   0 0 0.82231 0.72815 0.88883  1.53207 0.56134
     32 52 Placebo 59 Male   0 1 0.91917 0.86354 0.95334  2.43107 0.60162
     33 33 Treated 63 Male   0 0 0.40954 0.29934 0.52964 -0.36588 0.49745
     34 33 Treated 63 Male   0 1 0.63021 0.51206 0.73458  0.53311 0.49776
     35 45 Placebo 62 Male   0 0 0.80496 0.70269 0.87815  1.41758 0.57226
     36 45 Placebo 62 Male   0 1 0.91024 0.84847 0.94836  2.31658 0.60967
     37 55 Treated 63 Male   0 0 0.40954 0.29934 0.52964 -0.36588 0.49745
     38 55 Treated 63 Male   0 1 0.63021 0.51206 0.73458  0.53311 0.49776
     39 41 Placebo 62 Male   0 0 0.80496 0.70269 0.87815  1.41758 0.57226
     40 41 Placebo 62 Male   0 1 0.91024 0.84847 0.94836  2.31658 0.60967
     41 30 Treated 64 Male   0 0 0.40034 0.29011 0.52168 -0.40405 0.50386
     42 30 Treated 64 Male   0 1 0.62127 0.50117 0.72814  0.49495 0.50330
     43  8 Placebo 63 Male   2 0 0.79890 0.69367 0.87452  1.37942 0.57705
     44  8 Placebo 63 Male   2 1 0.90707 0.84302 0.94665  2.27842 0.61346




                Logistic Regression: Arthritis Treatment data               13
                 Estimated Effects of Age, Treatment and Sex



                             I _    P                                S
                             M L    R                                E
              T              P E    E       L       U        L       L
              R              R V    D       O       P        O       O
     O        E     A   S    O E    I       W       P        G       G
     B   I    A     G   E    V L    C       E       E        I       I
     S   D    T     E   X    E _    T       R       R        T       T


     45  5 Treated 64 Male   1 0 0.40034 0.29011 0.52168 -0.40405 0.50386
     46  5 Treated 64 Male   1 1 0.62127 0.50117 0.72814  0.49495 0.50330
     47 80 Placebo 23 Female 0 0 0.83946 0.73162 0.90934  1.65424 0.66868
     48 80 Placebo 23 Female 0 1 0.92779 0.86607 0.96231  2.55324 0.70488
     49 63 Treated 69 Male   0 0 0.35552 0.24507 0.48385 -0.59486 0.54433
     50 63 Treated 69 Male   0 1 0.57545 0.44481 0.69634  0.30414 0.53978
     51 12 Placebo 30 Female 0 0 0.80013 0.69839 0.87375  1.38710 0.56202
     52 12 Placebo 30 Female 0 1 0.90772 0.84580 0.94635  2.28610 0.59956
     53 83 Treated 70 Male   2 0 0.34683 0.23638 0.47666 -0.63302 0.55393
     54 83 Treated 70 Male   2 1 0.56610 0.43328 0.69007  0.26597 0.54867
     55 29 Placebo 30 Female 0 0 0.80013 0.69839 0.87375  1.38710 0.56202
     56 29 Placebo 30 Female 0 1 0.90772 0.84580 0.94635  2.28610 0.59956
     57 66 Treated 23 Female 0 0 0.47725 0.31799 0.64127 -0.09106 0.68980
     58 66 Treated 23 Female 0 1 0.69167 0.53278 0.81526  0.80794 0.69462
     59 50 Placebo 31 Female 1 0 0.79396 0.69328 0.86788  1.34894 0.54760
     60 50 Placebo 31 Female 1 1 0.90447 0.84261 0.94365  2.24794 0.58531
     61 40 Treated 32 Female 0 0 0.39305 0.27259 0.52809 -0.43453 0.56153
     62 40 Treated 32 Female 0 1 0.61407 0.47963 0.73311  0.46447 0.56049
     63 38 Placebo 32 Female 0 0 0.78764 0.68808 0.86181  1.31078 0.53343
     64 38 Placebo 32 Female 0 1 0.90112 0.83933 0.94083  2.20977 0.57132
     65  6 Treated 37 Female 1 0 0.34857 0.24738 0.46554 -0.62534 0.50023
     66  6 Treated 37 Female 1 1 0.56799 0.44814 0.68038  0.27366 0.49465
     67 35 Placebo 33 Female 2 0 0.78119 0.68277 0.85554  1.27261 0.51954
     68 35 Placebo 33 Female 2 1 0.89767 0.83596 0.93789  2.17161 0.55759
     69  7 Treated 41 Female 0 0 0.31475 0.22707 0.41799 -0.77799 0.45883
     70  7 Treated 41 Female 0 1 0.53021 0.42159 0.63605  0.12101 0.44888
     71 51 Placebo 37 Female 0 0 0.75398 0.66035 0.82851  1.11996 0.46721
     72 51 Placebo 37 Female 0 1 0.88277 0.82147 0.92495  2.01896 0.50574
     73 72 Treated 41 Female 2 0 0.31475 0.22707 0.41799 -0.77799 0.45883
     74 72 Treated 41 Female 2 1 0.53021 0.42159 0.63605  0.12101 0.44888
     75 54 Placebo 44 Female 0 0 0.70116 0.61540 0.77480  0.85283 0.39294
     76 54 Placebo 44 Female 0 1 0.85218 0.79116 0.89768  1.75182 0.43102
     77 37 Treated 48 Female 0 0 0.26016 0.19095 0.34380 -1.04513 0.40930
     78 37 Treated 48 Female 0 1 0.46353 0.37136 0.55826 -0.14613 0.39036
     79 76 Placebo 45 Female 0 0 0.69310 0.60823 0.76664  0.81466 0.38475
     80 76 Placebo 45 Female 0 1 0.84731 0.78618 0.89333  1.71366 0.42253
     81 82 Treated 48 Female 2 0 0.26016 0.19095 0.34380 -1.04513 0.40930
     82 82 Treated 48 Female 2 1 0.46353 0.37136 0.55826 -0.14613 0.39036
     83 16 Placebo 46 Female 0 0 0.68493 0.60084 0.75842  0.77650 0.37728
     84 16 Placebo 46 Female 0 1 0.84231 0.78101 0.88889  1.67550 0.41469
     85 53 Treated 55 Female 2 0 0.21211 0.15450 0.28398 -1.31227 0.39777
     86 53 Treated 55 Female 2 1 0.39813 0.31566 0.48681 -0.41327 0.37008
     87 69 Placebo 48 Female 0 0 0.66823 0.58538 0.74182  0.70017 0.36473
     88 69 Placebo 48 Female 0 1 0.83190 0.77002 0.87974  1.59917 0.40114




                Logistic Regression: Arthritis Treatment data               14
                 Estimated Effects of Age, Treatment and Sex



                             I _    P                                S
                             M L    R                                E
              T              P E    E       L       U        L       L
              R              R V    D       O       P        O       O
     O        E     A   S    O E    I       W       P        G       G
     B   I    A     G   E    V L    C       E       E        I       I
     S   D    T     E   X    E _    T       R       R        T       T


     89 79 Treated 55 Female 2 0 0.21211 0.15450 0.28398 -1.31227 0.39777
     90 79 Treated 55 Female 2 1 0.39813 0.31566 0.48681 -0.41327 0.37008
     91 31 Placebo 49 Female 0 0 0.65971 0.57727 0.73350  0.66201 0.35973
     92 31 Placebo 49 Female 0 1 0.82650 0.76418 0.87504  1.56101 0.39549
     93 26 Treated 56 Female 2 0 0.20580 0.14936 0.27663 -1.35043 0.39956
     94 26 Treated 56 Female 2 1 0.38902 0.30733 0.47746 -0.45143 0.37082
     95 20 Placebo 51 Female 0 0 0.64237 0.56030 0.71687  0.58569 0.35245
     96 20 Placebo 51 Female 0 1 0.81528 0.75177 0.86545  1.48468 0.38663
     97 28 Treated 57 Female 2 0 0.19963 0.14426 0.26957 -1.38859 0.40219
     98 28 Treated 57 Female 2 1 0.37999 0.29892 0.46835 -0.48960 0.37248
     99 68 Placebo 53 Female 0 0 0.62466 0.54225 0.70042  0.50936 0.34897
    100 68 Placebo 53 Female 0 1 0.80351 0.73828 0.85566  1.40836 0.38118
    101 60 Treated 57 Female 2 0 0.19963 0.14426 0.26957 -1.38859 0.40219
    102 60 Treated 57 Female 2 1 0.37999 0.29892 0.46835 -0.48960 0.37248
    103 81 Placebo 54 Female 0 0 0.61567 0.53283 0.69230  0.47120 0.34871
    104 81 Placebo 54 Female 0 1 0.79741 0.73111 0.85071  1.37020 0.37979
    105 22 Treated 57 Female 2 0 0.19963 0.14426 0.26957 -1.38859 0.40219
    106 22 Treated 57 Female 2 1 0.37999 0.29892 0.46835 -0.48960 0.37248
    107  4 Placebo 54 Female 0 0 0.61567 0.53283 0.69230  0.47120 0.34871
    108  4 Placebo 54 Female 0 1 0.79741 0.73111 0.85071  1.37020 0.37979
    109 27 Treated 58 Female 0 0 0.19360 0.13921 0.26277 -1.42676 0.40565
    110 27 Treated 58 Female 0 1 0.37104 0.29047 0.45949 -0.52776 0.37506
    111 78 Placebo 54 Female 2 0 0.61567 0.53283 0.69230  0.47120 0.34871
    112 78 Placebo 54 Female 2 1 0.79741 0.73111 0.85071  1.37020 0.37979
    113  2 Treated 59 Female 2 0 0.18772 0.13421 0.25624 -1.46492 0.40992
    114  2 Treated 59 Female 2 1 0.36218 0.28198 0.45086 -0.56592 0.37852
    115 70 Placebo 55 Female 2 0 0.60660 0.52315 0.68426  0.43304 0.34942
    116 70 Placebo 55 Female 2 1 0.79118 0.72363 0.84573  1.33203 0.37930
    117 59 Treated 59 Female 2 0 0.18772 0.13421 0.25624 -1.46492 0.40992
    118 59 Treated 59 Female 2 1 0.36218 0.28198 0.45086 -0.56592 0.37852
    119 49 Placebo 57 Female 0 0 0.58824 0.50302 0.66848  0.35671 0.35378
    120 49 Placebo 57 Female 0 1 0.77829 0.70776 0.83574  1.25571 0.38103
    121 62 Treated 60 Female 2 0 0.18197 0.12928 0.24996 -1.50308 0.41498
    122 62 Treated 60 Female 2 1 0.35341 0.27348 0.44247 -0.60408 0.38285
    123 10 Placebo 57 Female 1 0 0.58824 0.50302 0.66848  0.35671 0.35378
    124 10 Placebo 57 Female 1 1 0.77829 0.70776 0.83574  1.25571 0.38103
    125 84 Treated 61 Female 2 0 0.17635 0.12443 0.24391 -1.54124 0.42079
    126 84 Treated 61 Female 2 1 0.34474 0.26498 0.43432 -0.64225 0.38803
    127 47 Placebo 58 Female 1 0 0.57897 0.49260 0.66076  0.31855 0.35739
    128 47 Placebo 58 Female 1 1 0.77163 0.69935 0.83074  1.21755 0.38324
    129 64 Treated 62 Female 1 0 0.17088 0.11966 0.23810 -1.57941 0.42734
    130 64 Treated 62 Female 1 1 0.33617 0.25651 0.42639 -0.68041 0.39400
    131 44 Placebo 59 Female 1 0 0.56964 0.48197 0.65315  0.28039 0.36191
    132 44 Placebo 59 Female 1 1 0.76484 0.69063 0.82574  1.17938 0.38633




                Logistic Regression: Arthritis Treatment data               15
                 Estimated Effects of Age, Treatment and Sex



                             I _    P                                S
                             M L    R                                E
              T              P E    E       L       U        L       L
              R              R V    D       O       P        O       O
     O        E     A   S    O E    I       W       P        G       G
     B   I    A     G   E    V L    C       E       E        I       I
     S   D    T     E   X    E _    T       R       R        T       T


    133 34 Treated 62 Female 2 0 0.17088 0.11966 0.23810 -1.57941 0.42734
    134 34 Treated 62 Female 2 1 0.33617 0.25651 0.42639 -0.68041 0.39400
    135 24 Placebo 59 Female 2 0 0.56964 0.48197 0.65315  0.28039 0.36191
    136 24 Placebo 59 Female 2 1 0.76484 0.69063 0.82574  1.17938 0.38633
    137 58 Treated 66 Female 2 0 0.15032 0.10154 0.21689 -1.73206 0.46009
    138 58 Treated 66 Female 2 1 0.30300 0.22317 0.39679 -0.83306 0.42522
    139 48 Placebo 61 Female 0 0 0.55084 0.46013 0.63829  0.20406 0.37356
    140 48 Placebo 61 Female 0 1 0.75083 0.67222 0.81576  1.10306 0.39506
    141 13 Treated 67 Female 2 0 0.14552 0.09728 0.21205 -1.77022 0.46975
    142 13 Treated 67 Female 2 1 0.29500 0.21507 0.38988 -0.87122 0.43465
    143 19 Placebo 63 Female 1 0 0.53189 0.43767 0.62389  0.12773 0.38841
    144 19 Placebo 63 Female 1 1 0.73628 0.65255 0.80584  1.02673 0.40699
    145 61 Treated 68 Female 1 0 0.14083 0.09314 0.20737 -1.80838 0.47994
    146 61 Treated 68 Female 1 1 0.28713 0.20709 0.38314 -0.90938 0.44466
    147  3 Placebo 64 Female 0 0 0.52238 0.42627 0.61686  0.08957 0.39693
    148  3 Placebo 64 Female 0 1 0.72881 0.64227 0.80090  0.98857 0.41408
    149 65 Treated 68 Female 2 0 0.14083 0.09314 0.20737 -1.80838 0.47994
    150 65 Treated 68 Female 2 1 0.28713 0.20709 0.38314 -0.90938 0.44466
    151 67 Placebo 65 Female 2 0 0.51285 0.41479 0.60993  0.05141 0.40612
    152 67 Placebo 65 Female 2 1 0.72120 0.63169 0.79598  0.95041 0.42186
    153 11 Treated 69 Female 0 0 0.13628 0.08912 0.20284 -1.84655 0.49062
    154 11 Treated 69 Female 0 1 0.27938 0.19925 0.37657 -0.94755 0.45520
    155 32 Placebo 66 Female 0 0 0.50331 0.40326 0.60310  0.01325 0.41593
    156 32 Placebo 66 Female 0 1 0.71346 0.62083 0.79107  0.91224 0.43030
    157 56 Treated 69 Female 1 0 0.13628 0.08912 0.20284 -1.84655 0.49062
    158 56 Treated 69 Female 1 1 0.27938 0.19925 0.37657 -0.94755 0.45520
    159 42 Placebo 66 Female 0 0 0.50331 0.40326 0.60310  0.01325 0.41593
    160 42 Placebo 66 Female 0 1 0.71346 0.62083 0.79107  0.91224 0.43030
    161 43 Treated 70 Female 1 0 0.13185 0.08522 0.19846 -1.88471 0.50175
    162 43 Treated 70 Female 1 1 0.27176 0.19156 0.37016 -0.98571 0.46625
    163 15 Placebo 66 Female 1 0 0.50331 0.40326 0.60310  0.01325 0.41593
    164 15 Placebo 66 Female 1 1 0.71346 0.62083 0.79107  0.91224 0.43030
    165 71 Placebo 68 Female 1 0 0.48424 0.38013 0.58973 -0.06308 0.43725
    166 71 Placebo 68 Female 1 1 0.69760 0.59834 0.78131  0.83592 0.44900
    167  1 Placebo 74 Female 2 0 0.42750 0.31197 0.55152 -0.29205 0.51213
    168  1 Placebo 74 Female 2 1 0.64724 0.52577 0.75226  0.60694 0.51716



 

 


 

 

                                                                            16



Graphic output from glogist1.sas




PLOT OF PREDICT * SEX = TREAT 
[
GPLOT 09/27/99 ]


PLOT OF PREDICT * AGE = TREAT 
[
GPLOT1 09/27/99 ]


PLOT OF PREDICT * AGE = TREAT 
[
GPLOT2 09/27/99 ]


PLOT OF LOGIT * AGE = TREAT 
[
GPLOT3 09/27/99 ]


PLOT OF LOGIT * AGE = TREAT 
[
GPLOT4 09/27/99 ]