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cdgd  

Causal Decomposition of Group Disparities
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("cdgd", "0.3.5")



Attach the package and use:
library("cdgd")
Maintained by
Ang Yu
[Scholar Profile | Author Map]
First Published: 2023-04-19
Latest Update: 2024-01-08
Description:
The framework of causal decomposition of group disparities developed by Yu and Elwert (2023) . This package implements the decomposition estimators that are based on efficient influence functions. For the nuisance functions of the estimators, both parametric and nonparametric options are provided, as well as manual options in case the default models are not satisfying.
How to cite:
Ang Yu (2023). cdgd: Causal Decomposition of Group Disparities. R package version 0.3.5, https://cran.r-project.org/web/packages/cdgd. Accessed 30 Apr. 2025.
Previous versions and publish date:
0.3.0 (2023-04-19 15:50), 0.3.1 (2023-05-20 01:20), 0.3.2 (2023-07-01 01:10), 0.3.3 (2023-12-09 21:10), 0.3.4 (2024-01-08 15:00)
Other packages that cited cdgd R package
View cdgd citation profile
Other R packages that cdgd depends, imports, suggests or enhances
Complete documentation for cdgd
Functions, R codes and Examples using the cdgd R package
Some associated functions: cdgd0_manual . cdgd0_ml . cdgd0_pa . cdgd1_manual . cdgd1_ml . cdgd1_pa . exp_data . 
Some associated R codes: cdgd0_manual.R . cdgd0_ml.R . cdgd0_pa.R . cdgd1_manual.R . cdgd1_ml.R . cdgd1_pa.R . exp_data.R .  Full cdgd package functions and examples
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