Other packages > Find by keyword >

CALIBERrfimpute  

Multiple Imputation Using MICE and Random Forest
View on CRAN: Click here


Download and install CALIBERrfimpute package within the R console
Install from CRAN:
install.packages("CALIBERrfimpute")

Install from Github:
library("remotes")
install_github("cran/CALIBERrfimpute")

Install by package version:
library("remotes")
install_version("CALIBERrfimpute", "1.0-7")



Attach the package and use:
library("CALIBERrfimpute")
Maintained by
Anoop Shah
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2013-11-11
Latest Update: 2022-12-04
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) .
How to cite:
Anoop Shah (2013). CALIBERrfimpute: Multiple Imputation Using MICE and Random Forest. R package version 1.0-7, https://cran.r-project.org/web/packages/CALIBERrfimpute. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1-2 (2013-11-11 13:48), 0.1-4 (2014-02-13 14:29), 0.1-5 (2014-03-24 08:07), 0.1-6 (2014-05-07 19:26), 1.0-1 (2018-06-11 12:40), 1.0-5 (2021-05-05 09:00), 1.0-6 (2021-11-26 00:20)
Other packages that cited CALIBERrfimpute R package
View CALIBERrfimpute citation profile
Other R packages that CALIBERrfimpute depends, imports, suggests or enhances
Complete documentation for CALIBERrfimpute
Functions, R codes and Examples using the CALIBERrfimpute R package
Some associated functions: CALIBERrfimpute-package . makemar . mice.impute.rfcat . mice.impute.rfcont . setRFoptions . simdata . 
Some associated R codes: makemar.R . mice.impute.rfcat.R . mice.impute.rfcont.R . setRFoptions.R . simdata.R .  Full CALIBERrfimpute package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA