Description Usage Arguments Value

Fit E[Y(0)|X] and for each post-period and balance pre-period

1 2 | ```
fit_augsyn_formatted(wide_data, synth_data, fit_progscore, fit_weights,
opts_out = NULL, opts_weights = NULL)
``` |

`wide_data` |
Output of 'format_ipw' |

`synth_data` |
Output of 'synth_data' |

`fit_progscore` |
Function to fit prognostic score |

`fit_weights` |
Function to fit synth weights |

`opts_out` |
Optional options for fitting prognostic score |

`opts_weights` |
Optional options for fitting synth weights |

"weights"Ridge ASCM weights

"l2_imbalance"Imbalance in pre-period outcomes, measured by the L2 norm

"scaled_l2_imbalance"L2 imbalance scaled by L2 imbalance of uniform weights

"mhat"Outcome model estimate

ebenmichael/augsynth documentation built on May 26, 2019, 2:31 p.m.

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