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ImputeRobust (version 1.3-1)

Robust Multiple Imputation with Generalized Additive Models for Location Scale and Shape

Description

Provides new imputation methods for the 'mice' package based on generalized additive models for location, scale, and shape (GAMLSS) as described in de Jong, van Buuren and Spiess .

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Version

Install

install.packages('ImputeRobust')

Monthly Downloads

248

Version

1.3-1

License

GPL-3

Maintainer

Daniel Salfran

Last Published

November 30th, 2018

Functions in ImputeRobust (1.3-1)

tao

Tropical Atmosphere Ocean (TAO) project data
ModelCreator

Model creator
ImputeRobust-package

Multiple Imputation with Generalized Additive Models for Location, Scale, and Shape
mice.impute.gamlss

Multiple Imputation with Generalized Additive Models for Location, Scale, and Shape.
sample.data

Sample data set with a monotone missing pattern
ImpGamlssBootstrap

GAMLSS bootstrap method
ImpGamlssFit

GAMLSS imputation fit