Conditional average treatment effect at covariate profiles

The same decomposition as bic_gcomp(), evaluated at specific covariate profiles (Definition 4.3 of Ospina, 2026) instead of averaged over a sample.

Usage

bic_cate(fit, treat, profiles)

Arguments

fit

A fitted model from bic_fit().

treat

Character, the name of the treatment variable.

profiles

A data frame of covariate profiles (one row per profile), with all covariates used by fit except treat.

Value

A data frame with one row per profile and columns tau, tau_alpha, tau_mu.