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) 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) .


Reference manual

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0.1.7 by Arnab Maity, 2 years ago

Browse source code at

Authors: Arnab Maity [aut, cre] , Vivek Pradhan [aut] , Ujjwal Das [aut]

Documentation:   PDF Manual  

Task views: Missing Data

GPL-3 license

Imports boot, brglm, MASS, profileModel, Rcpp, stats

See at CRAN