Other packages > Find by keyword >

Rforestry  

Random Forests, Linear Trees, and Gradient Boosting for Inference and Interpretability
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("Rforestry", "0.11.1.0")



Attach the package and use:
library("Rforestry")
Maintained by
Theo Saarinen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-02
Latest Update: 2025-03-15
Description:
Provides fast implementations of Honest Random Forests, Gradient Boosting, and Linear Random Forests, with an emphasis on inference and interpretability. Additionally contains methods for variable importance, out-of-bag prediction, regression monotonicity, and several methods for missing data imputation. Soren R. Kunzel, Theo F. Saarinen, Edward W. Liu, Jasjeet S. Sekhon (2019) .
How to cite:
Theo Saarinen (2021). Rforestry: Random Forests, Linear Trees, and Gradient Boosting for Inference and Interpretability. R package version 0.11.1.0, https://cran.r-project.org/web/packages/Rforestry. Accessed 15 Jul. 2026.
Previous versions and publish date:
(2026-07-09 08:23), 0.9.0.4 (2021-04-02 10:30), 0.9.0.40 (2021-06-03 08:10), 0.9.0.47 (2021-07-05 11:00), 0.9.0.57 (2021-09-02 14:00), 0.9.0.72 (2022-01-20 23:32), 0.9.0.95 (2022-03-09 11:10), 0.9.0.116 (2022-07-21 17:10), 0.9.0.144 (2022-12-01 05:40), 0.9.0.152 (2022-12-21 11:10), 0.10.0 (2023-03-25 01:50), 0.11.0.0 (2025-03-13 09:20)
Other packages that cited Rforestry R package
View Rforestry citation profile
Other R packages that Rforestry depends, imports, suggests or enhances
Complete documentation for Rforestry
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency  
gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
PermAlgo  
Permutational Algorithm to Simulate Survival Data
This version of the permutational algorithm generates a dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency  
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  
footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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