Other packages > Find by keyword >

DoubleML  

Double Machine Learning in R
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("DoubleML", "1.0.2")



Attach the package and use:
library("DoubleML")
Maintained by
Philipp Bach
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-12-16
Latest Update: 2025-04-11
Description:
Implementation of the double/debiased machine learning framework of Chernozhukov et al. (2018) for partially linear regression models, partially linear instrumental variable regression models, interactive regression models and interactive instrumental variable regression models. 'DoubleML' allows estimation of the nuisance parts in these models by machine learning methods and computation of the Neyman orthogonal score functions. 'DoubleML' is built on top of 'mlr3' and the 'mlr3' ecosystem. The object-oriented implementation of 'DoubleML' based on the 'R6' package is very flexible. More information available in the publication in the Journal of Statistical Software: .
How to cite:
Philipp Bach (2020). DoubleML: Double Machine Learning in R. R package version 1.0.2, https://cran.r-project.org/web/packages/DoubleML. Accessed 27 Aug. 2026.
Previous versions and publish date:
0.1.1 (2020-12-16 11:30), 0.1.2 (2021-01-25 12:20), 0.2.0 (2021-03-05 18:30), 0.2.1 (2021-03-14 17:50), 0.3.0 (2021-06-04 12:10), 0.3.1 (2021-08-02 16:30), 0.4.0 (2021-10-14 11:00), 0.4.1 (2021-10-26 16:00), 0.5.0 (2022-06-14 12:00), 0.5.1 (2022-08-19 13:50), 0.5.2 (2022-11-24 00:50), 0.5.3 (2023-03-31 12:30), 1.0.0 (2024-02-15 16:20), 1.0.1 (2024-06-05 18:40), (2026-07-09 08:02)
Other packages that cited DoubleML R package
View DoubleML citation profile
Other R packages that DoubleML depends, imports, suggests or enhances
Complete documentation for DoubleML
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

ROI.plugin.qpoases  
'qpOASES' Plugin for the 'R' Optimization Infrastructure
Enhances the 'R' Optimization Infrastructure ('ROI') package with the quadratic solver 'qpOASES'. M ...
Download / Learn more Package Citations See dependency  
risksetROC  
Riskset ROC Curve Estimation from Censored Survival Data
Compute time-dependent Incident/dynamic accuracy measures (ROC curve, AUC, integrated AUC )from cen ...
Download / Learn more Package Citations See dependency  
IntervalQuestionStat  
Tools to Deal with Interval-Valued Responses in Questionnaires
A user-friendly toolbox for doing the statistical analysis of interval-valued responses in question ...
Download / Learn more Package Citations See dependency  
Bodi  
Boosting Diversity in Regression Ensembles
A gradient boosting-based algorithm by incorporating a diversity term to guide the gradient boosting ...
Download / Learn more Package Citations See dependency  
BetterReg  
Better Statistics for OLS and Binomial Logistic Regression
Provides squared semi partial correlations, tolerance, Mahalanobis, Likelihood Ratio Chi Square, and ...
Download / Learn more Package Citations See dependency  
robustX  
'eXtra' / 'eXperimental' Functionality for Robust Statistics
Robustness -- 'eXperimental', 'eXtraneous', or 'eXtraordinary' Functionality for Robust Statistics. ...
Download / Learn more Package Citations See dependency  

28,332

R Packages

239,283

Dependencies

75,113

Author Associations

28,333

Publication Badges

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