Double machine learning data class 


Double machine learning databackend 

Double machine learning databackend for data with cluster variables 

Wrapper for Double machine learning databackend initialization from data.frame. 

Wrapper for Double machine learning databackend initialization from matrix. 

Abstract base class for double machine learning models 

Abstract class DoubleML 

Double machine learning models 

Double machine learning for partially linear regression models 

Double machine learning for partially linear IV regression models 

Double machine learning for interactive regression models 

Double machine learning for interactive IV regression models 

Datasets module 

Data set on financial wealth and 401(k) plan participation. 

Data set on the Pennsylvania Reemployment Bonus experiment. 

Datasets generators 

Generates data from a partially linear regression model used in Chernozhukov et al. (2018) 

Generates data from a partially linear IV regression model used in Chernozhukov, Hansen and Spindler (2015). 

Generates data from a interactive regression (IRM) model. 

Generates data from a interactive IV regression (IIVM) model. 

Generates data from a partially linear regression model used in a blog article by Turrell (2018). 

Generates data from a partially linear IV regression model with multiway cluster sample used in Chiang et al. (2021). 