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DESCRIPTION
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DESCRIPTION
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Package: brlrmr
Title: Bias Reduction with Missing Binary Response
Version: 0.1.7
Date: 2019-09-09
Authors@R: c(person("Arnab", "Maity", email = "arnab.maity@pfizer.com", role = c("aut", "cre")),
person("Vivek", "Pradhan", email = "vip296@mail.harvard.edu", role = "aut"),
person("Ujjwal", "Das", email = "ujjwal.das@iimu.ac.in", role = "aut"))
Description: 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>.
Depends: R (>= 2.10)
Imports:
boot,
brglm,
MASS,
profileModel,
Rcpp,
stats
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.1