CRAN/E | gerbil

gerbil

Generalized Efficient Regression-Based Imputation with Latent Processes

Installation

About

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.

Key Metrics

Version 0.1.5
R ≥ 2.10
Published 2021-03-23 1138 days ago
Needs compilation? no
License GPL-2
CRAN checks gerbil results

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Maintainer

Maintainer

Michael Robbins

mrobbins@rand.org

Authors

Michael Robbins

aut / cre

Max Griswold

ctb

Pedro Nascimento de Lima

ctb

Material

README
NEWS
Reference manual
Package source

Vignettes

Gerbil Introduction

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 2.10

Imports

base
DescTools
graphics
grDevices
lattice
MASS
mvtnorm
openxlsx
parallel
pbapply
stats
truncnorm
utils

Suggests

dplyr
knitr
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rmarkdown
testthat ≥ 2.1.0