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Model Fitting
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The SURVEYLOGISTIC Procedure
Overview
Getting Started
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
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
Stratified Cluster Sampling
The Medical Expenditure Panel Survey (MEPS)
References
Model Fitting
Determining Observations for Likelihood Contributions
Iterative Algorithms for Model Fitting
Iteratively Reweighted Least Squares Algorithm (Fisher Scoring)
Newton-Raphson Algorithm
Convergence Criteria
Existence of Maximum Likelihood Estimates
Model Fitting Statistics
Generalized Coefficient of Determination
INEST= Data Set
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