CALIBERrfimpute (version 1.0-8)

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) .

Copy Link

Version

Install

install.packages('CALIBERrfimpute')

Monthly Downloads

327

Version

1.0-8

License

GPL-3

Maintainer

Anoop Shah

Last Published

February 23rd, 2026

Functions in CALIBERrfimpute (1.0-8)

setRFoptions

Set Random Forest options for imputation using MICE

CALIBERrfimpute-package

Imputation in MICE using Random Forest

mice.impute.rfcat

Impute categorical variables using Random Forest within MICE

mice.impute.rfcont

Impute continuous variables using Random Forest within MICE

simdata

Simulate multivariate data for testing

makemar

Creates artificial missing at random missingness