importance_test_sc: Get the weighted permutation distribution of SC estimate test...

In ebenmichael/ents: Maximum Entropy Synthetic Controls

Description

Get the weighted permutation distribution of SC estimate test statistics estimating p-scores with logit-link synth

Usage

importance_test_sc(outcomes, metadata, trt_unit, statfuncs = c(rmse_ratio,
  mean_abs, abs_tstat), n_sim = 1000, 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
statfuncs	Function to compute test stats
n_sim	Number of montecarlo samples
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.