Jay Jojo Cheng

Causal Generalization of Continuous Treatment Effects under Covariate Shift

Average dose-response functions are widely used to summarize causal effects of continuous treatments, but most existing methods assume that the observed sample represents the target population. We study a covariate-shift setting in which covariates, treatment, and outcome are observed in a labelled source sample, while...