On variable selection in generalized linear and related regression models

DOI10.1080/03610928208828399zbMath0502.62060OpenAlexW1971196763MaRDI QIDQ3968321

Lennart Nordberg

Publication date: 1982

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

Full work available at URL: https://doi.org/10.1080/03610928208828399

zbMATH Keywords

simulation studyPoisson regressionvariable selectiongeneralized linear modelslogit analysisprobit analysisnon-normal regressionquadratic log likelihood approximationweighted multiple regression model

Mathematics Subject Classification ID

Linear regression; mixed models (62J05)

Related Items (5)

Variable selection problem in the censored regression models ⋮ Variable selection in gamma regression models via artificial bee colony algorithm ⋮ Equivalence of several methods for efficient best subsets selection in generalized linear models ⋮ A simulation of the performance of \(C_{p}\) in model selection for logistic and Poisson regression ⋮ A deviance-based criterion for model selection in GLM

Uses Software

• IMSL Numerical Libraries
• SAS

Cites Work

• A Stepwise Variable Selection Procedure for Nonlinear Regression Models
• A Biometrics Invited Paper. The Analysis and Selection of Variables in Linear Regression
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