dot-get_synth_draws_predictor_match: Get Synthetic Draws in Tidy Format for Single Treated Unit...

In bsynth: Bayesian Synthetic Control

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

Description

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.

Usage

.get_synth_draws_predictor_match(fit, pre_data, post_data, time, outcome)

Arguments

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

Value

A data frame containing:

• draw: The index of the synthetic draw.

• time: The time period.

• y_synth: The synthetic outcome for the given draw and time period.

• outcome: The observed outcome for the given time period.

bsynth documentation built on June 25, 2024, 5:08 p.m.