Fits a linear model on controls and uses g-computation to estimate ATT.
Usage
est_lm_att(df, tau = cs_tau_oracle, config = list())Arguments
- df
Data frame containing at least
y,w, and covariates namedX*.- tau
Numeric vector of quantile levels (unused; included for a uniform estimator interface).
- config
List of estimator configuration options. Common fields include:
ci_method: CI intent; one of "none", "default", "bootstrap", "native" (see cs_ci_methods).seed: required when bootstrap CIs are requested.n_boot: number of bootstrap draws (default: 200).
For this estimator,
ci_method = "default"maps to"bootstrap".