fit_dr_formatted: Fit a regularized outcome model and synthetic controls for a...

Description Usage Arguments Value

Description

Fit a regularized outcome model and synthetic controls for a double robust estimator

Usage

1
fit_dr_formatted(data_out, alpha_w = NULL, alpha_o = NULL, net_param = 1)

Arguments

data_out

formatted data from format_ipw

alpha_w

regularization parameter for p score, if NULL use CV

alpha_o

regularization parameter for outcome model, if NULL use CV

net_param

elastic net parameter, 1: lasso, 0: ridge, default: 1

Value

synthetic control weights, outcome regression parameters control outcomes treated outcomes boolean for treated


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