CALIBERrfimpute (version 1.0-7)

Multiple Imputation Using MICE and Random Forest

Description

Functions to impute using random forest under full conditional specifications (multivariate imputation by chained equations). The methods are described in Shah and others (2014) .

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Version

Install

install.packages('CALIBERrfimpute')

Monthly Downloads

390

Version

1.0-7

License

GPL-3

Maintainer

Anoop Shah

Last Published

December 4th, 2022

Functions in CALIBERrfimpute (1.0-7)

mice.impute.rfcat

Impute categorical variables using Random Forest within MICE

simdata

Simulate multivariate data for testing

mice.impute.rfcont

Impute continuous variables using Random Forest within MICE

CALIBERrfimpute-package

Imputation in MICE using Random Forest

setRFoptions

Set Random Forest options for imputation using MICE

makemar

Creates artificial missing at random missingness