Causal Sufficient Dimension Reduction for Multiple Continuous Exposures with an Application to Environmental Mixtures

Thomas W. Hsiao, Howard H. Chang, Razieh Nabi

Estimating causal effects with multivariate continuous exposures is challenging because causal exposure-response surfaces can be high-dimensional, complicating estimation and inter…