Approximately balanced estimation of average treatment effects in high dimensions.

approx.balance | Compute approximately balancing weights |

elnet.ate | Elastic net correction for confounding variables |

ipw.ate | Estimate ATE via inverse propensity weighting |

naive.ate | No correction for confounding variables (difference in means) |

residualBalance.ate | Estimate ATE via approximate residual balancing |

residualBalance.mean | Estimate mean outcome at balance.target via residual... |

twostep.lasso.ate | Refit lasso correction for confounding variables |

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