get_dr: Fit a regularized outcome model and synthetic controls

In ebenmichael/ents: Maximum Entropy Synthetic Controls

Description

Fit a regularized outcome model and synthetic controls

Usage

get_dr(outcomes, metadata, alpha_w = NULL, alpha_o = NULL, net_param = 1)

Arguments

outcomes	Tidy dataframe with the outcomes and meta data
metadata	Dataframe of metadata
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
trt_unit	Unit that is treated (target for regression), default: 0

Value

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

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