Model Fitting: Logistic Regression

The Method Tab

You can use the Method tab (Figure 23.3) to set the following options for the analysis:

Predict probability of
specifies whether to model the probability of the first or last level of the response variable. For example, if the response variable has levels 0 and 1, then you would select Largest ordered response to model the probability of 1. This corresponds to the DESCENDING option in the PROC LOGISTIC statement.
Classification variables parameterization
specifies the parameterization method for the classification variables. This corresponds to the PARAM= option in the CLASS statement. The dialog box supports the GLM, effect, and reference coding schemes.
Estimate scale parameter as
specifies the method for estimating the dispersion parameter. This corresponds to the SCALE= option in the MODEL statement.
Aggregate
specifies the subpopulations on which certain test statistics are calculated. This corresponds to the AGGREGATE option in the MODEL statement.
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