Double Machine Learning in R

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Documentation for package ‘DoubleML’ version 1.0.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

DoubleML	Abstract class DoubleML
DoubleMLClusterData	Double machine learning data-backend for data with cluster variables
DoubleMLData	Double machine learning data-backend
DoubleMLIIVM	Double machine learning for interactive IV regression models
DoubleMLIRM	Double machine learning for interactive regression models
DoubleMLPLIV	Double machine learning for partially linear IV regression models
DoubleMLPLR	Double machine learning for partially linear regression models
double_ml_data_from_data_frame	Wrapper for Double machine learning data-backend initialization from data.frame.
double_ml_data_from_matrix	Wrapper for Double machine learning data-backend initialization from matrix.
fetch_401k	Data set on financial wealth and 401(k) plan participation.
fetch_bonus	Data set on the Pennsylvania Reemployment Bonus experiment.
make_iivm_data	Generates data from a interactive IV regression (IIVM) model.
make_irm_data	Generates data from a interactive regression (IRM) model.
make_pliv_CHS2015	Generates data from a partially linear IV regression model used in Chernozhukov, Hansen and Spindler (2015).
make_pliv_multiway_cluster_CKMS2021	Generates data from a partially linear IV regression model with multiway cluster sample used in Chiang et al. (2021).
make_plr_CCDDHNR2018	Generates data from a partially linear regression model used in Chernozhukov et al. (2018)
make_plr_turrell2018	Generates data from a partially linear regression model used in a blog article by Turrell (2018).