fit_entropy: Fit l2 entropy regularized synthetic controls on outcomes...

In ebenmichael/ents: Maximum Entropy Synthetic Controls

Description

Fit l2 entropy regularized synthetic controls on outcomes Wrapper around fit_l2_entropy_formatted

Usage

fit_entropy(outcomes, metadata, trt_unit = 1, eps = NULL,
  outcome_col = NULL, lasso = FALSE)

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
eps	Bound on synthetic control differences
outcome_col	Column name which identifies outcomes, if NULL then assume only one outcome
lasso	Whether to do lasso (every covariate is separate)

Value

Weights for synthetic controls, control outcomes as matrix, and whether the unit is actually treated

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