Fixed effects regression methods in SAS

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Author： Paul D. Allison, University of Pennsylvania, Philadelphia, PA
Abstrsct： Fixed effects regression methods are used to analyze longitudinal data with repeated measures on both independent and dependent variables. They have the attractive feature of controlling for all stable characteristics of the individuals, whether measured or not. This is accomplished by using only within-individual variation to estimate the regression coefficients. This paper surveys the wide variety of fixed effects methods and their implementation in SAS, specifically, linear models with PROC GLM, logistic regression models with PROC LOGISTIC, models for count data with PROC GENMOD, and survival models with PROC PHREG.

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关键词：fixed effect regression regressio regress effects measures only University attractive variation

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