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stat.ME2026
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…
stat.ME2025
Inverse sampling intensity weighting for preferential sampling adjustment
Thomas W. Hsiao, Lance A. Waller
Traditional geostatistical methods assume independence between observation locations and the spatial process of interest. Violations of this independence assumption are referred to…