RDocumentation
Moon
Learn R
Search all packages and functions
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)
.
Copy Link
Copy
Link to current version
Version
Version
1.0-7
1.0-6
1.0-5
1.0-1
0.1-6
0.1-5
0.1-4
0.1-2
Down Chevron
Install
install.packages('CALIBERrfimpute')
Monthly Downloads
386
Version
1.0-7
License
GPL-3
Maintainer
Anoop Shah
Last Published
December 4th, 2022
Functions in CALIBERrfimpute (1.0-7)
Search functions
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