Other packages > Find by keyword >

rfvimptest  

Sequential Permutation Testing of Random Forest Variable Importance Measures
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rfvimptest", "0.1.4")



Attach the package and use:
library("rfvimptest")
Maintained by
Roman Hornung
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-03-29
Latest Update: 2025-05-08
Description:
Sequential permutation testing for statistical significance of predictors in random forests. The main function of the package is rfvimptest(), which allows to test for the statistical significance of predictors in random forests using different (sequential) permutation test strategies. The advantage of sequential over conventional permutation tests is that they are computationally considerably less intensive, as the sequential procedure is stopped as soon as there is sufficient evidence for either the null or the alternative hypothesis.
How to cite:
Roman Hornung (2022). rfvimptest: Sequential Permutation Testing of Random Forest Variable Importance Measures. R package version 0.1.4, https://cran.r-project.org/web/packages/rfvimptest. Accessed 05 Jun. 2026.
Previous versions and publish date:
0.1.1 (2022-03-29 10:10), 0.1.2 (2022-06-07 11:00), 0.1.3 (2023-01-25 16:00)
Other packages that cited rfvimptest R package
View rfvimptest citation profile
Other R packages that rfvimptest depends, imports, suggests or enhances
Complete documentation for rfvimptest
Functions, R codes and Examples using the rfvimptest R package
Some associated functions: allinone . hearth2 . rfvimptest . 
Some associated R codes: allinone.R . hearth2.R . print.R . rfvimptest.R .  Full rfvimptest package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ibb  
R Wrapper for Istanbul Municipality Open Data Portal
Call wrappers for Istanbul Metropolitan Municipality's Open Data Portal (Turkish: Istanbul B ...
Download / Learn more Package Citations See dependency  
crossurr  
Cross-Fitting for Doubly Robust Evaluation of High-Dimensional Surrogate Markers
Doubly robust methods for evaluating surrogate markers as outlined in: Agniel D, Hejblum BP, Thiebau ...
Download / Learn more Package Citations See dependency  
envirem  
Generation of ENVIREM Variables
Generation of bioclimatic rasters that are complementary to the typical 19 bioclim variables. ...
Download / Learn more Package Citations See dependency  
msm  
Multi-State Markov and Hidden Markov Models in Continuous Time
Functions for fitting continuous-time Markov and hidden Markov multi-state models to longitudinal d ...
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  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

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