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). |