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Generalized Logit Model
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The SURVEYLOGISTIC Procedure

  • Overview
  • Getting Started
  • Syntax Procedure Syntax
    PROC SURVEYLOGISTIC Statement BY Statement CLASS Statement CLUSTER Statement CONTRAST Statement DOMAIN Statement EFFECT Statement ESTIMATE Statement FREQ Statement LSMEANS Statement LSMESTIMATE Statement MODEL Statement OUTPUT Statement REPWEIGHTS Statement SLICE Statement STORE Statement STRATA Statement TEST Statement UNITS Statement WEIGHT Statement
  • Details Procedure Details
    Missing Values Model Specification Model Fitting Survey Design Information Logistic Regression Models and Parameters Variance Estimation Domain Analysis Hypothesis Testing and Estimation Linear Predictor, Predicted Probability, and Confidence Limits Output Data Sets Displayed Output ODS Table Names ODS Graphics
  • Examples Procedure Examples
    Stratified Cluster Sampling The Medical Expenditure Panel Survey (MEPS)
  • References
 

Generalized Logit Model

For a vector of explanatory variables , let denote the probability of obtaining the response value :

     

By the delta method,

     

A 100(1)% confidence level for is given by

     

where is the estimated expected probability of response and is obtained by evaluating at .

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