Laundry Data With 6 2 Way Interactions              1
        Analysis Of Maximum Likelihood Parameter Estimates
                             Standard   Wald 95% Confidence
 Parameter       DF   Estimate  Error          Limits
 Intercept        1     4.2776 0.1017     4.0782     4.4769
 hard        Hard 1    -0.0917 0.1361    -0.3586     0.1751
 hard        Medi 1    -0.0959 0.1362    -0.3628     0.1710
 hard        Soft 0     0.0000 0.0000     0.0000     0.0000
 nr               1    -0.4122 0.1341    -0.6750    -0.1495
 tl               1    -0.9406 0.1474    -1.2295    -0.6517
 mpu              1    -0.4240 0.1343    -0.6872    -0.1609
 nr*hard     Hard 1     0.0211 0.1577    -0.2879     0.3301
 nr*hard     Medi 1     0.0706 0.1566    -0.2364     0.3776
 nr*hard     Soft 0     0.0000 0.0000     0.0000     0.0000
 tl*hard     Hard 1     0.4003 0.1627     0.0814     0.7192
 tl*hard     Medi 1     0.2018 0.1637    -0.1190     0.5225
 tl*hard     Soft 0     0.0000 0.0000     0.0000     0.0000
 mpu*hard    Hard 1    -0.0605 0.1577    -0.3697     0.2487
 mpu*hard    Medi 1     0.0937 0.1565    -0.2130     0.4004
 mpu*hard    Soft 0     0.0000 0.0000     0.0000     0.0000
 nr*tl            1     0.2566 0.1329    -0.0038     0.5170
 nr*mpu           1     0.5670 0.1277     0.3166     0.8174
 tl*mpu           1     0.1143 0.1329    -0.1462     0.3748
 Scale            0     1.0000 0.0000     1.0000     1.0000

                 LR Statistics For Type 3 Analysis
                                      Chi-
            Source           DF     Square    Pr > ChiSq
            hard              2       0.63        0.7288
            nr                1      14.74        0.0001
            tl                1      48.30        <.0001
            mpu               1      17.04        <.0001
            nr*hard           2       0.22        0.8978
            tl*hard           2       6.10        0.0475
            mpu*hard          2       1.00        0.6050
            nr*tl             1       3.74        0.0532
            nr*mpu            1      19.89        <.0001
            tl*mpu            1       0.74        0.3897
              Laundry Data With 4 2 Way Interactions              2
Algorithm converged.
        Analysis Of Maximum Likelihood Parameter Estimates

                                 Standard  Wald 95% Confidence
 Parameter       DF   Estimate   Error          Limits

 Intercept        1     4.2526  0.0951     4.0663     4.4390
 hard        Hard 1    -0.0875  0.1214    -0.3254     0.1504
 hard        Medi 1    -0.0707  0.1211    -0.3080     0.1667
 hard        Soft 0     0.0000  0.0000     0.0000     0.0000
 nr               1    -0.3913  0.1004    -0.5881    -0.1945
 tl               1    -0.8964  0.1367    -1.1643    -0.6286
 mpu              1    -0.3958  0.1282    -0.6471    -0.1446
 tl*hard     Hard 1     0.3999  0.1623     0.0818     0.7180
 tl*hard     Medi 1     0.2090  0.1632    -0.1109     0.5290
 tl*hard     Soft 0     0.0000  0.0000     0.0000     0.0000
 mpu*hard    Hard 1    -0.0472  0.1556    -0.3522     0.2578
 mpu*hard    Medi 1     0.1087  0.1547    -0.1945     0.4120
 mpu*hard    Soft 0     0.0000  0.0000     0.0000     0.0000
 nr*tl            1     0.2739  0.1311     0.0169     0.5309
 nr*mpu           1     0.5753  0.1274     0.3255     0.8250
 Scale            0     1.0000  0.0000     1.0000     1.0000

                 LR Statistics For Type 3 Analysis
            Source           DF Chi-Square    Pr > ChiSq
            hard              2       0.59        0.7463
            nr                1      15.34        <.0001
            tl                1      57.41        <.0001
            mpu               1      17.57        <.0001
            tl*hard           2       6.11        0.0471
            mpu*hard          2       1.09        0.5803
            nr*tl             1       4.38        0.0365
            nr*mpu            1      20.59        <.0001
             Laundry Data With Prior Detergent Removed             3
                              Standard   Wald 95% Confidence
 Parameter       DF   Estimate   Error          Limits

 Intercept        1     4.0727  0.0768     3.9221     4.2232
 hard        Hard 1    -0.1094  0.0976    -0.3007     0.0820
 hard        Medi 1    -0.0182  0.0954    -0.2051     0.1687
 hard        Soft 0     0.0000  0.0000     0.0000     0.0000
 nr               1    -0.1159  0.0793    -0.2713     0.0394
 tl               1    -0.8964  0.1367    -1.1643    -0.6285
 tl*hard     Hard 1     0.3995  0.1623     0.0814     0.7175
 tl*hard     Medi 1     0.2101  0.1632    -0.1098     0.5300
 tl*hard     Soft 0     0.0000  0.0000     0.0000     0.0000
 nr*tl            1     0.2734  0.1311     0.0165     0.5304
 Scale            0     1.0000  0.0000     1.0000     1.0000

                 LR Statistics For Type 3 Analysis

            Source           DF Chi-Square    Pr > ChiSq
            hard              2       1.43        0.4886
            nr                1       2.14        0.1432
            tl                1      57.37        <.0001
            tl*hard           2       6.10        0.0474
            nr*tl             1       4.36        0.0368

          Copenhagen housing data, linear by linear inter.

Criteria for Assessing Goodness of Fit
Criterion      DF   Value   Value/DF
Deviace        61   188.2041 3.0852
Log Likelihood     3937.6800

         Analysis Of Maximum Likelihood Parameter Estimates

                                Standard       Wald 95%
  Parameter          DF  Estimate  Error   Confidence Limits

  Intercept           1    2.5091 0.0838    2.3449    2.6733
  sat         High    1   -0.0329 0.0819   -0.1934    0.1276
  sat         Low     1    0.5871 0.0751    0.4399    0.7344
  sat         Medium  0    0.0000 0.0000    0.0000    0.0000
  infl        High    1   -0.9968 0.0851   -1.1635   -0.8301
  infl        Low     1    0.3268 0.0662    0.1971    0.4565
  infl        Medium  0    0.0000 0.0000    0.0000    0.0000
  type        Apartmen1    0.6484 0.0617    0.5275    0.7693
  type        Atrium  1   -0.5150 0.0818   -0.6752   -0.3548
  type        Terrace 1   -0.3674 0.0782   -0.5207   -0.2142
  type        Tower   0    0.0000 0.0000    0.0000    0.0000
  contact     High    1    0.1939 0.0782    0.0407    0.3471
  contact     Low     0    0.0000 0.0000    0.0000    0.0000
  nsat*ninf           1    0.3916 0.0397    0.3138    0.4694
  nsat*ncont          1    0.0530 0.0289   -0.0036    0.1096
  Scale               0    1.0000 0.0000    1.0000    1.0000
           Housing data, larger overparameterized  model
               Criteria For Assessing Goodness Of Fit

  Criterion                  DF           Value    Value/DF

  Deviance                   57        183.8546    3.2255
  Log Likelihood                      3939.8548 

         Analysis Of Maximum Likelihood Parameter Estimates

                                                     Standard
    Parameter                      DF    Estimate       Error

    Intercept                       1      2.4676      0.1399
    sat           High              1     -0.0621      0.2116
    sat           Low               1      0.6526      0.1219
    sat           Medium            0      0.0000      0.0000
    infl          High              1     -1.1958      0.2167
    infl          Low               1      0.3140      0.0917
    infl          Medium            0      0.0000      0.0000
    type          Apartmen          1      0.6484      0.0617
    type          Atrium            1     -0.5150      0.0818
    type          Terrace           1     -0.3674      0.0782
    type          Tower             0      0.0000      0.0000
    contact       High              1      0.1520      0.0842
    contact       Low               0      0.0000      0.0000
    nsat*ninf                       1      0.4200      0.1399
    nsat*ncont                      1      0.1286      0.0641
    sat*contact   High       High   1     -0.2970      0.2251
    sat*contact   High       Low    0      0.0000      0.0000
    sat*contact   Low        High   0      0.0000      0.0000
    sat*contact   Low        Low    0      0.0000      0.0000
    sat*contact   Medium     High   0      0.0000      0.0000
    sat*contact   Medium     Low    0      0.0000      0.0000
    sat*infl      High       High   1      0.2136      0.1842
    sat*infl      High       Low    1      0.1148      0.2502
    sat*infl      High       Mediu  0      0.0000      0.0000
    sat*infl      Low        High   1      0.2374      0.2723
    sat*infl      Low        Low    0      0.0000      0.0000
    sat*infl      Low        Medium 0      0.0000      0.0000
    sat*infl      Medium     High   0      0.0000      0.0000
    sat*infl      Medium     Low    0      0.0000      0.0000
    sat*infl      Medium     Medium 0      0.0000      0.0000
NOTE: The scale parameter was held fixed.