.get_synth_draws_predictor_match

This internal helper function extracts synthetic draws from a Stan fit object
generated by a predictor match model. It combines these draws with observed
outcome data and returns a tidy data frame suitable for analysis or plotting.
It specifically works with variable definitions from the predictor match model.

Implements the Bayesian Synthetic Control method for causal inference
in comparative case studies. This package provides tools for estimating
treatment effects in settings with a single treated unit and multiple control
units, allowing for uncertainty quantification and flexible modeling of
time-varying effects. The methodology is based on the paper by Vives and
Martinez (2022) <doi:10.48550/arXiv.2206.01779>.

Ignacio Martinez

bsynth

Bayesian Synthetic Control

Jaume 

.get_synth_draws_predictor_match function

<dl><dt>fit</dt>
<dd>A Stan fit object containing the model results.</dd>
<dt>pre_data</dt>
<dd>A data frame with outcome data before the intervention.</dd>
<dt>post_data</dt>
<dd>A data frame with outcome data after the intervention.</dd>
<dt>time</dt>
<dd>The name of the time period variable (as a string).</dd>
<dt>outcome</dt>
<dd>The name of the outcome variable (as a string).</dd></dl>

Arguments

Get Synthetic Draws in Tidy Format for Single Treated Unit (Predictor Match Model) — .get_synth_draws_predictor_match

<dl>

<dt>fit</dt>
<dd>A Stan fit object containing the model results.</dd>


<dt>pre_data</dt>
<dd>A data frame with outcome data before the intervention.</dd>


<dt>post_data</dt>
<dd>A data frame with outcome data after the intervention.</dd>


<dt>time</dt>
<dd>The name of the time period variable (as a string).</dd>


<dt>outcome</dt>
<dd>The name of the outcome variable (as a string).</dd>

</dl>

.get_synth_draws_predictor_match: Get Synthetic Draws in Tidy Format for Single Treated Unit (Predictor Match Model)

Description

Usage

Value

Arguments