Other packages > Find by keyword >

literanger  

Random Forests for Multiple Imputation Based on 'ranger'
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("literanger", "0.1.1")



Attach the package and use:
library("literanger")
Maintained by
Stephen Wade
[Scholar Profile | Author Map]
First Published: 2023-06-26
Latest Update: 2023-07-13
Description:
An updated implementation of R package 'ranger' by Wright et al, (2017) for training and predicting from random forests, particularly suited to high-dimensional data, and for embedding in 'Multiple Imputation by Chained Equations' (MICE) by van Buuren (2007) . Ensembles of classification and regression trees are currently supported. Sparse data of class 'dgCMatrix' (R package 'Matrix') can be directly analyzed. Conventional bagged predictions are available alongside an efficient prediction for MICE via the algorithm proposed by Doove et al (2014) . Survival and probability forests are not supported in the update, nor is data of class 'gwaa.data' (R package 'GenABEL'); use the original 'ranger' package for these analyses.
How to cite:
Stephen Wade (2023). literanger: Random Forests for Multiple Imputation Based on 'ranger'. R package version 0.1.1, https://cran.r-project.org/web/packages/literanger. Accessed 02 Apr. 2025.
Previous versions and publish date:
0.0.1 (2023-06-26 14:20), 0.0.2 (2023-07-13 23:30), 0.1.0 (2024-09-04 01:20)
Other packages that cited literanger R package
View literanger citation profile
Other R packages that literanger depends, imports, suggests or enhances
Complete documentation for literanger
Functions, R codes and Examples using the literanger R package
Some associated functions: literanger-package . predict.literanger . train . 
Some associated R codes: cpp11.R . literanger-package.R . predict.R . train.R . utility.R .  Full literanger package functions and examples
Downloads during the last 30 days
03/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/31Downloads for literanger20406080100120140160TrendBars

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
pirate  
Generated Effect Modifier
An implementation of the generated effect modifier (GEM) method. This method constructs composite va ...
Download / Learn more Package Citations See dependency  
Maintainer: Zhe Su (view profile)
CTShiny  
Interactive Document for Working with Classification Tree Analysis
An interactive document on the topic of classification tree analysis using 'rmarkdown' and 'shiny' ...
Download / Learn more Package Citations See dependency  
munfold  
Metric Unfolding
Multidimensional unfolding using Schoenemann's algorithm for metric and Procrustes rotation of unfo ...
Download / Learn more Package Citations See dependency  
CodeDepends  
Analysis of R Code for Reproducible Research and Code Comprehension
Tools for analyzing R expressions or blocks of code and determining the dependencies between them. ...
Download / Learn more Package Citations See dependency  
binom  
Binomial Confidence Intervals for Several Parameterizations
Constructs confidence intervals on the probability of success in a binomial experiment via several ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

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