firpo_inf_synth: Get the permutation distribution of SC estimate test...

In ebenmichael/ents: Maximum Entropy Synthetic Controls

Description

Get the permutation distribution of SC estimate test statistics assuming equal probability of treatment

Usage

firpo_inf_synth(outcomes, metadata, trt_unit, pos = FALSE,
  statfuncs = c(rmse_ratio, mean_abs, abs_tstat), include_treat = FALSE,
  cols = list(unit = "unit", time = "time", outcome = "outcome", treated =
  "treated"))

Arguments

outcomes	Tidy dataframe with the outcomes and meta data
metadata	Dataframe of metadata
trt_unit	Unit that is treated (target for regression), default: 0
pos	Whether to only consider units with positive weights, default False
statfuncs	Function to compute test stats
include_treat	Whether to include the treated unit in randomization distribution
cols	Column names corresponding to the units, time variable, outcome, and treated indicator

Value

att estimates, test statistics, p-values

ebenmichael/ents documentation built on May 31, 2019, 8:45 p.m.