Other packages > Find by keyword >

ddml  

Double/Debiased Machine Learning
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ddml", "0.2.0")



Attach the package and use:
library("ddml")
Maintained by
Thomas Wiemann
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-08-29
Latest Update: 2024-01-09
Description:
Estimate common causal parameters using double/debiased machine learning as proposed by Chernozhukov et al. (2018) . 'ddml' simplifies estimation based on (short-)stacking as discussed in Ahrens et al. (2024) , which leverages multiple base learners to increase robustness to the underlying data generating process.
How to cite:
Thomas Wiemann (2023). ddml: Double/Debiased Machine Learning. R package version 0.2.0, https://cran.r-project.org/web/packages/ddml
Previous versions and publish date:
0.1.0 (2023-08-29 18:40)
Other packages that cited ddml R package
View ddml citation profile
Other R packages that ddml depends, imports, suggests or enhances
Functions, R codes and Examples using the ddml R package
Some associated functions: AE98 . crosspred . crossval . ddml . ddml_ate . ddml_fpliv . ddml_late . ddml_pliv . ddml_plm . mdl_glm . mdl_glmnet . mdl_ranger . mdl_xgboost . ols . shortstacking . summary.ddml_ate . summary.ddml_plm . 
Some associated R codes: AE98.R . crosspred.R . crossval.R . ddml.R . ddml_ate.R . ddml_att.R . ddml_fpliv.R . ddml_late.R . ddml_pliv.R . ddml_plm.R . ensemble.R . get_CEF.R . help_functions.R . ml_wrappers.R . ols.R . shortstacking.R .  Full ddml 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

FMCCSD  
Efficient Estimation of Clustered Current Status Data
Current status data abounds in the field of epidemiology and public health, where the only observab ...
Download / Learn more Package Citations See dependency  
srm  
Structural Equation Modeling for the Social Relations Model
Provides functionality for structural equation modeling for the social relations model (Kenny & ...
Download / Learn more Package Citations See dependency  
cdcfluview  
Retrieve Flu Season Data from the United States Centers for Disease Control and Prevention ("CDC") "FluView" Portal
The 'U.S.' Centers for Disease Control and Prevention (CDC) maintain a portal ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resizer for Images, Tables and Fancy Resizable 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  
factorplot  
Graphical Presentation of Simple Contrasts
Methods to calculate, print, summarize and plot pairwise differences from GLMs, GLHT or Multinomial ...
Download / Learn more Package Citations See dependency  
bizicount  
Bivariate Zero-Inflated Count Models Using Copulas
Maximum likelihood estimation of copula-based zero-inflated (and non-inflated) Poisson and negative ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns