sep_lasso: Finds the lowest feasible tolerance in units of standard...

In ebenmichael/ents: Maximum Entropy Synthetic Controls

Description

Finds the lowest feasible tolerance in units of standard deviation for all time periods and covariates

Usage

sep_lasso(outcomes, metadata, trt_unit = 1, by = 0.1, scale = TRUE,
  maxep = 4, cols = list(unit = "unit", time = "time", outcome = "outcome",
  treated = "treated"))

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
by	Step size for tolerances to dry, default: 0.1 * magnitude
scale	Scale imbalances by standard deviations, default: True
maxep	Maximum imbalance to consider in units of sd, default: 4 time variable, outcome, and treated indicator
cols	Column names corresponding to the units,

Value

max ent SC fit with lowest imbalance tolerance

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