The FREQ Procedure
Table 1 of Muser by Soft
Controlling for Brand=M Temp=High
Muser     Soft
Frequency|Hard    |Medium  |Soft    |  Total
---------+--------+--------+--------+
N        |     30 |     23 |     27 |     80
---------+--------+--------+--------+
Y        |     43 |     47 |     29 |    119
---------+--------+--------+--------+
Total          73       70       56      199
Table 2 of Muser by Soft
Controlling for Brand=M Temp=Low
Muser     Soft
Frequency|Hard    |Medium  |Soft    |  Total
---------+--------+--------+--------+
N        |     42 |     50 |     53 |    145
---------+--------+--------+--------+
Y        |     52 |     55 |     49 |    156
---------+--------+--------+--------+
Total          94      105      102      301
Table 3 of Muser by Soft
Controlling for Brand=X Temp=High
Muser     Soft
Frequency|Hard    |Medium  |Soft    |  Total
---------+--------+--------+--------+
N        |     42 |     33 |     29 |    104
---------+--------+--------+--------+
Y        |     24 |     23 |     19 |     66
---------+--------+--------+--------+
Total          66       56       48      170
Table 4 of Muser by Soft
Controlling for Brand=X Temp=Low
Muser     Soft
Frequency|Hard    |Medium  |Soft    |  Total
---------+--------+--------+--------+
N        |     68 |     66 |     63 |    197
---------+--------+--------+--------+
Y        |     37 |     47 |     57 |    141
---------+--------+--------+--------+
Total         105      113      120      338
The GENMOD Procedure
      Model Information
Data Set              WORK.DAT
Distribution           Poisson
Link Function              Log
Dependent Variable          Fr
Observations Used           24
       Class Level Information
Class      Levels    Values
Brand           2    M X              
Temp            2    High Low         
Muser           2    N Y              
Soft            3    Hard Medium Soft 
           Criteria For Assessing Goodness Of Fit
Criterion                 DF           Value        Value/DF
Deviance                  11         32.8256          2.9841
Scaled Deviance           11         32.8256          2.9841
Pearson Chi-Square        11         32.4694          2.9518
Scaled Pearson X2         11         32.4694          2.9518
Log Likelihood                     2802.4716                
Algorithm converged.                                                       
                    Analysis Of Parameter Estimates
                                                               Standard
Parameter                                    DF    Estimate       Error
Intercept                                     1      3.9782      0.1020
Brand             M                           1     -0.0159      0.0630
Brand             X                           0      0.0000      0.0000
Temp              High                        1     -0.7922      0.1740
Temp              Low                         0      0.0000      0.0000
Muser             N                           1      0.0902      0.1344
Muser             Y                           0      0.0000      0.0000
Temp*Muser        High     N                  1      0.0640      0.2382
Temp*Muser        High     Y                  0      0.0000      0.0000
Temp*Muser        Low      N                  0      0.0000      0.0000
Temp*Muser        Low      Y                  0      0.0000      0.0000
Soft              Hard                        1     -0.1748      0.1438
Soft              Medium                      1     -0.0385      0.1387
Soft              Soft                        0      0.0000      0.0000
Temp*Soft         High     Hard               1      0.5083      0.2375
Temp*Soft         High     Medium             1      0.4158      0.2331
Temp*Soft         High     Soft               0      0.0000      0.0000
Temp*Soft         Low      Hard               0      0.0000      0.0000
Temp*Soft         Low      Medium             0      0.0000      0.0000
Temp*Soft         Low      Soft               0      0.0000      0.0000
Muser*Soft        N        Hard               1      0.1217      0.1959
Muser*Soft        N        Medium             1      0.0385      0.1910
Muser*Soft        N        Soft               0      0.0000      0.0000
Muser*Soft        Y        Hard               0      0.0000      0.0000
Muser*Soft        Y        Medium             0      0.0000      0.0000
Muser*Soft        Y        Soft               0      0.0000      0.0000
Temp*Muser*Soft   High     N        Hard      1     -0.2039      0.3254
Temp*Muser*Soft   High     N        Medium    1     -0.4158      0.3276
Temp*Muser*Soft   High     N        Soft      0      0.0000      0.0000
Temp*Muser*Soft   High     Y        Hard      0      0.0000      0.0000
Temp*Muser*Soft   High     Y        Medium    0      0.0000      0.0000
Temp*Muser*Soft   High     Y        Soft      0      0.0000      0.0000
Temp*Muser*Soft   Low      N        Hard      0      0.0000      0.0000
Temp*Muser*Soft   Low      N        Medium    0      0.0000      0.0000
Temp*Muser*Soft   Low      N        Soft      0      0.0000      0.0000
Temp*Muser*Soft   Low      Y        Hard      0      0.0000      0.0000
Temp*Muser*Soft   Low      Y        Medium    0      0.0000      0.0000
Temp*Muser*Soft   Low      Y        Soft      0      0.0000      0.0000
Scale                                         0      1.0000      0.0000
                     Analysis Of Parameter Estimates
                                             Wald 95% Confidence
                                                    Limits            Chi-
Parameter                                       Lower      Upper    Square
Intercept                                      3.7782     4.1782   1520.22
Brand             M                           -0.1393     0.1076      0.06
Brand             X                            0.0000     0.0000       .  
Temp              High                        -1.1332    -0.4513     20.74
Temp              Low                          0.0000     0.0000       .  
Muser             N                           -0.1732     0.3535      0.45
Muser             Y                            0.0000     0.0000       .  
Temp*Muser        High     N                  -0.4029     0.5309      0.07
Temp*Muser        High     Y                   0.0000     0.0000       .  
Temp*Muser        Low      N                   0.0000     0.0000       .  
Temp*Muser        Low      Y                   0.0000     0.0000       .  
Soft              Hard                        -0.4566     0.1070      1.48
Soft              Medium                      -0.3103     0.2334      0.08
Soft              Soft                         0.0000     0.0000       .  
Temp*Soft         High     Hard                0.0427     0.9739      4.58
Temp*Soft         High     Medium             -0.0412     0.8727      3.18
Temp*Soft         High     Soft                0.0000     0.0000       .  
Temp*Soft         Low      Hard                0.0000     0.0000       .  
Temp*Soft         Low      Medium              0.0000     0.0000       .  
Temp*Soft         Low      Soft                0.0000     0.0000       .  
Muser*Soft        N        Hard               -0.2623     0.5057      0.39
Muser*Soft        N        Medium             -0.3359     0.4128      0.04
Muser*Soft        N        Soft                0.0000     0.0000       .  
Muser*Soft        Y        Hard                0.0000     0.0000       .  
Muser*Soft        Y        Medium              0.0000     0.0000       .  
Muser*Soft        Y        Soft                0.0000     0.0000       .  
Temp*Muser*Soft   High     N        Hard      -0.8416     0.4339      0.39
Temp*Muser*Soft   High     N        Medium    -1.0578     0.2263      1.61
Temp*Muser*Soft   High     N        Soft       0.0000     0.0000       .  
Temp*Muser*Soft   High     Y        Hard       0.0000     0.0000       .  
Temp*Muser*Soft   High     Y        Medium     0.0000     0.0000       .  
Temp*Muser*Soft   High     Y        Soft       0.0000     0.0000       .  
Temp*Muser*Soft   Low      N        Hard       0.0000     0.0000       .  
Temp*Muser*Soft   Low      N        Medium     0.0000     0.0000       .  
Temp*Muser*Soft   Low      N        Soft       0.0000     0.0000       .  
Temp*Muser*Soft   Low      Y        Hard       0.0000     0.0000       .  
Temp*Muser*Soft   Low      Y        Medium     0.0000     0.0000       .  
Temp*Muser*Soft   Low      Y        Soft       0.0000     0.0000       .  
Scale                                          1.0000     1.0000          
            Analysis Of Parameter Estimates
Parameter                                    Pr > ChiSq
Intercept                                        <.0001
Brand             M                              0.8011
Brand             X                               .    
Temp              High                           <.0001
Temp              Low                             .    
Muser             N                              0.5023
Muser             Y                               .    
Temp*Muser        High     N                     0.7882
Temp*Muser        High     Y                      .    
Temp*Muser        Low      N                      .    
Temp*Muser        Low      Y                      .    
Soft              Hard                           0.2240
Soft              Medium                         0.7815
Soft              Soft                            .    
Temp*Soft         High     Hard                  0.0324
Temp*Soft         High     Medium                0.0745
Temp*Soft         High     Soft                   .    
Temp*Soft         Low      Hard                   .    
Temp*Soft         Low      Medium                 .    
Temp*Soft         Low      Soft                   .    
Muser*Soft        N        Hard                  0.5345
Muser*Soft        N        Medium                0.8404
Muser*Soft        N        Soft                   .    
Muser*Soft        Y        Hard                   .    
Muser*Soft        Y        Medium                 .    
Muser*Soft        Y        Soft                   .    
Temp*Muser*Soft   High     N        Hard         0.5310
Temp*Muser*Soft   High     N        Medium       0.2044
Temp*Muser*Soft   High     N        Soft          .    
Temp*Muser*Soft   High     Y        Hard          .    
Temp*Muser*Soft   High     Y        Medium        .    
Temp*Muser*Soft   High     Y        Soft          .    
Temp*Muser*Soft   Low      N        Hard          .    
Temp*Muser*Soft   Low      N        Medium        .    
Temp*Muser*Soft   Low      N        Soft          .    
Temp*Muser*Soft   Low      Y        Hard          .    
Temp*Muser*Soft   Low      Y        Medium        .    
Temp*Muser*Soft   Low      Y        Soft          .    
Scale                                                  
NOTE: The scale parameter was held fixed.
               LR Statistics For Type 1 Analysis
                                              Chi-
Source               Deviance        DF     Square    Pr > ChiSq
Intercept            118.6269                                   
Brand                118.5634         1       0.06        0.8011
Temp                  45.3514         1      73.21        <.0001
Muser                 43.4301         1       1.92        0.1657
Temp*Muser            42.1770         1       1.25        0.2630
Soft                  41.6756         2       0.50        0.7782
Temp*Soft             35.5765         2       6.10        0.0474
Muser*Soft            34.4435         2       1.13        0.5675
Temp*Muser*Soft       32.8256         2       1.62        0.4453
        LR Statistics For Type 3 Analysis
                                Chi-
Source                 DF     Square    Pr > ChiSq
Brand                   1       0.06        0.8011
Temp                    1      73.87        <.0001
Muser                   1       1.20        0.2729
Temp*Muser              1       1.17        0.2796
The GENMOD Procedure
        LR Statistics For Type 3 Analysis
                                Chi-
Source                 DF     Square    Pr > ChiSq
Soft                    2       1.51        0.4712
Temp*Soft               2       6.28        0.0432
Muser*Soft              2       1.70        0.4267
Temp*Muser*Soft         2       1.62        0.4453
