brlrmr: Bias Reduction with Missing Binary Response

Provides two main functions, il() and fil(). The il() function implements the EM algorithm developed by Ibrahim and Lipsitz (1996) <DOI:10.2307/2533068> to estimate the parameters of a logistic regression model with the missing response when the missing data mechanism is nonignorable. The fil() function implements the algorithm proposed by Maity et. al. (2017+) <> to reduce the bias produced by the method of Ibrahim and Lipsitz (1996) <DOI:10.2307/2533068>.

Getting started

Package details

AuthorArnab Maity [aut, cre], Vivek Pradhan [ctb], Ujjwal Das [ctb]
MaintainerArnab Maity <[email protected]>
Package repositoryView on CRAN
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brlrmr documentation built on July 18, 2017, 1:05 a.m.