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| The GENMOD Procedure |
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- Overview: GENMOD Procedure
- Getting Started: GENMOD Procedure
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Syntax: GENMOD Procedure
- PROC GENMOD Statement
- ASSESS Statement
- BAYES Statement
- BY Statement
- CLASS Statement
- CONTRAST Statement
- DEVIANCE Statement
- EFFECTPLOT Statement
- ESTIMATE Statement
- EXACT Statement
- EXACTOPTIONS Statement
- FREQ Statement
- FWDLINK Statement
- INVLINK Statement
- LSMEANS Statement
- LSMESTIMATE Statement
- MODEL Statement
- OUTPUT Statement
- Programming Statements
- REPEATED Statement
- SLICE Statement
- STORE Statement
- STRATA Statement
- VARIANCE Statement
- WEIGHT Statement
- ZEROMODEL Statement
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Details: GENMOD Procedure
- Generalized Linear Models Theory
- Specification of Effects
- Parameterization Used in PROC GENMOD
- Type 1 Analysis
- Type 3 Analysis
- Confidence Intervals for Parameters
- F Statistics
- Lagrange Multiplier Statistics
- Predicted Values of the Mean
- Residuals
- Multinomial Models
- Zero-Inflated Models
- Generalized Estimating Equations
- Assessment of Models Based on Aggregates of Residuals
- Case Deletion Diagnostic Statistics
- Bayesian Analysis
- Exact Logistic and Poisson Regression
- Missing Values
- Displayed Output for Classical Analysis
- Displayed Output for Bayesian Analysis
- Displayed Output for Exact Analysis
- ODS Table Names
- ODS Graphics
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Examples: GENMOD Procedure
- Logistic Regression
- Normal Regression, Log Link
- Gamma Distribution Applied to Life Data
- Ordinal Model for Multinomial Data
- GEE for Binary Data with Logit Link Function
- Log Odds Ratios and the ALR Algorithm
- Log-Linear Model for Count Data
- Model Assessment of Multiple Regression Using Aggregates of Residuals
- Assessment of a Marginal Model for Dependent Data
- Bayesian Analysis of a Poisson Regression Model
- Exact Poisson Regression
- References
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