The effects of covariate adjustment in generalized linear models

DOI10.1080/03610929808832183zbMath0926.62053OpenAlexW2075512798MaRDI QIDQ4214009

J. Robert Dorroh, Laurence D. Robinson, Donald Lien, Moti L. Tiku

Publication date: 28 November 1999

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610929808832183

zbMATH Keywords

efficiencyprecisionrandomized experimentsconfoundingdichotomous responseclassical linear regression

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Generalized linear models (logistic models) (62J12)

Related Items (2)

Improving Efficiency of Inferences in Randomized Clinical Trials Using Auxiliary Covariates ⋮ Binary Regression with Stochastic Covariates

Cites Work

• Unnamed Item
• Biased estimates of treatment effect in randomized experiments with nonlinear regressions and omitted covariates
• Tests for no treatment effect in randomized clinical trials
• On the Combination of Relative Risks
• Some Surprising Results about Covariate Adjustment in Logistic Regression Models
• A geometric approach to assess bias due to omitted covariates in generalized linear models

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