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The HPMIXED Procedure
The HPMIXED Procedure
Overview: HPMIXED Procedure
Basic Features
Assumptions and Notation
Computational Approach
The HPMIXED Procedure Contrasted with the MIXED Procedure
Getting Started: HPMIXED Procedure
Mixed Model with Large Number of Fixed and Random Effects
Syntax: HPMIXED Procedure
PROC HPMIXED Statement
BY Statement
CLASS Statement
CONTRAST Statement
EFFECT Statement
ESTIMATE Statement
ID Statement
LSMEANS Statement
MODEL Statement
NLOPTIONS Statement
OUTPUT Statement
PARMS Statement
RANDOM Statement
TEST Statement
WEIGHT Statement
Details: HPMIXED Procedure
Model Assumptions
Computing and Maximizing the Likelihood
Computing Starting Values by EM-REML
Sparse Matrix Techniques
Hypothesis Tests for Fixed Effects
Default Output
ODS Table Names
Examples: HPMIXED Procedure
Ranking Many Random-Effect Coefficients
Comparing Results from PROC HPMIXED and PROC MIXED
Using PROC GLIMMIX for Further Analysis of PROC HPMIXED Fit
Mixed Model Analysis of Microarray Data
References
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