ATEDGP |
Simulates the data for ATE estimators |

ATEJLTZ |
ATEJLTZ runs the code for ATE estimator |

ATEOutput |
Computes linear, nonparametric and regularized ATE estimator |

ATETrueValue |
Calculates the true ATE effect. |

CovAdptRnd |
Generate treatment assignment under various CARs |

data_table |
Data used to reproduce Table 5 results in Jiang et. al. (2022) |

feasiblePostLassoMatTool |
Feasible Post Lasso Mat Tool |

FuncDGP |
Generate Data for LATE |

JLTZ |
Reproduce the results of the Jiang et al. (2022) |

LinearLogit |
Linear Regression or Logit Regression |

LogisticReg |
Logistic Regression Function |

norminv |
Inverse of the normal cumulative distribution function (cdf) |

Output |
Computes All the Estimators |

pihat |
Compute Estimated Treatment Assignment Probabilities |

splinebasis |
For each column of an input matrix, elements which are less than the median of that column are set to 0, leaving the rest of the elements unchanged |

stanE |
Compute the Estimated Standard Error of the Input Estimator |

tau |
Compute Estimated LATE |

TrueValue |
Calculate the True LATE tau. |