Comput Methods Programs Biomed - ORTH: R and SAS software for regression models of correlated binary data based on orthogonalized residuals and alternating logistic regressions.

Tópicos

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Resumo

This article describes a new software for modeling correlated binary data based on orthogonalized residuals, a recently developed estimating equations approach that includes, as a special case, alternating logistic regressions. The software is flexible with respect to fitting in that the user can choose estimating equations for association models based on alternating logistic regressions or orthogonalized residuals, the latter choice providing a non-diagonal working covariance matrix for second moment parameters providing potentially greater efficiency. Regression diagnostics based on this method are also implemented in the software. The mathematical background is briefly reviewed and the software is applied to medical data sets.

Resumo Limpo

articl describ new softwar model correl binari data base orthogon residu recent develop estim equat approach includ special case altern logist regress softwar flexibl respect fit user can choos estim equat associ model base altern logist regress orthogon residu latter choic provid nondiagon work covari matrix second moment paramet provid potenti greater effici regress diagnost base method also implement softwar mathemat background briefli review softwar appli medic data set

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