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+) <https://github.com/arnabkrmaity/brlrmr> 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 [aut], Ujjwal Das [aut]
MaintainerArnab Maity <arnab.maity@pfizer.com>
LicenseGPL-3
Version0.1.7
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("brlrmr")

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brlrmr documentation built on Sept. 11, 2019, 1:04 a.m.