Description Usage Arguments Value
Get the weighted permutation distribution of SC estimate test statistics estimating p-scores with logit-link synth
1 2 3 4 5 | weighted_test_bal(outcomes, metadata, trt_unit, hyperparam, link = c("logit",
"linear", "pos-linear"), regularizer = c(NULL, "l1", "l2", "ridge", "linf"),
normalized = TRUE, statfuncs = c(rmse_ratio, mean_abs, abs_tstat),
cols = list(unit = "unit", time = "time", outcome = "outcome", treated =
"treated"))
|
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 |
cols |
Column names corresponding to the units, time variable, outcome, and treated indicator |
n_sim |
Number of montecarlo samples |
att estimates, test statistics, p-values
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