gerbil: Generalized Efficient Regression-Based Imputation with Latent Processes

Implements a new multiple imputation method that draws imputations from a latent joint multivariate normal model which underpins generally structured data. This model is constructed using a sequence of flexible conditional linear models that enables the resulting procedure to be efficiently implemented on high dimensional datasets in practice.

Package details

AuthorMichael Robbins [aut, cre], Max Griswold [ctb], Pedro Nascimento de Lima [ctb]
MaintainerMichael Robbins <mrobbins@rand.org>
LicenseGPL-2
Version0.1.5
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("gerbil")

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gerbil documentation built on March 23, 2021, 9:07 a.m.