CALIBERrfimpute: Multiple imputation using MICE and Random Forest
Version 0.1-6

Functions to impute using Random Forest under Full Conditional Specifications (Multivariate Imputation by Chained Equations). The CALIBER programme is funded by the Wellcome Trust (086091/Z/08/Z) and the National Institute for Health Research (NIHR) under its Programme Grants for Applied Research programme (RP-PG-0407-10314). The author is supported by a Wellcome Trust Clinical Research Training Fellowship (0938/30/Z/10/Z).

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AuthorAnoop Shah [aut, cre], Jonathan Bartlett [ctb], Harry Hemingway [ths], Owen Nicholas [ths], Aroon Hingorani [ths]
Date of publication2014-05-07 19:26:43
MaintainerAnoop Shah <anoop@doctors.org.uk>
LicenseGPL-3
Version0.1-6
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("CALIBERrfimpute")

Man pages

CALIBERrfimpute-package: Imputation in MICE using Random Forest
makemar: Creates artificial missing at random missingness
mice.impute.rfcat: Impute categorical variables using Random Forest within MICE
mice.impute.rfcont: Impute continuous variables using Random Forest within MICE
setRFoptions: Set Random Forest options for imputation using MICE
simdata: Simulate multivariate data for testing

Functions

CALIBERrfimpute Man page
CALIBERrfimpute-package Man page
makemar Man page Source code
mice.impute.rfcat Man page Source code
mice.impute.rfcont Man page Source code
setRFoptions Man page Source code
simdata Man page Source code

Files

inst
inst/CITATION
inst/doc
inst/doc/index.html
inst/doc/simstudy_survival.Rnw
inst/doc/simstudy.pdf
inst/doc/simstudy_survival.pdf
inst/doc/simstudy_survival.R
NAMESPACE
NEWS
R
R/makemar.R
R/simdata.R
R/mice.impute.rfcat.R
R/setRFoptions.R
R/mice.impute.rfcont.R
vignettes
vignettes/simstudy_survival.Rnw
MD5
build
build/vignette.rds
DESCRIPTION
man
man/CALIBERrfimpute-package.Rd
man/setRFoptions.Rd
man/mice.impute.rfcont.Rd
man/mice.impute.rfcat.Rd
man/simdata.Rd
man/makemar.Rd
CALIBERrfimpute documentation built on May 19, 2017, 7:49 p.m.