cace: Functions to estimate the complier average causal effect or...

In denisagniel/synthate: Synthetic Causal Inference

Description

Functions to estimate the complier average causal effect or local average treatment effect

Usage

cace(ds, specific_cace, ...)

iv_fn(ds)

ivw_fn(ds)

at_fn(ds)

pp_fn(ds)

tsls_fn(ds, sfm = NULL, yfm = NULL)

itt_regr_fn(ds)

atregr_fn(ds, fm = NULL)

ppregr_fn(ds, fm = fm)

ivs_fn(ds)

ats_fn(ds)

pps_fn(ds)

ipw_fn(ds, p = NULL)

ipw_regr_fn(ds, p = NULL)

ipws_fn(ds, p = NULL)

ipwrs_fn(ds, p = NULL)

get_weighted_y_c(Z, D, X, Y)

Arguments

ds	a data frame with value y for the outcome, z for randomization/instrument, s for treatment receipt, and covariate x.
...	additional arguments to be passed.

Value

a 1 x 1 data frame containing the named ATE

denisagniel/synthate documentation built on April 16, 2020, 12:45 a.m.