Charles R. Doss

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stat.ME2026

Estimation of heterogeneous principal effects under principal ignorability

Rui Zhang, Charles R. Doss, Jared D. Huling

We study estimation and inference for heterogeneous principal causal effects with binary treatments and binary intermediate variables. Principal causal effects are subgroup effects…

stat.ME2018

Bandwidth selection for kernel density estimators of multivariate level sets and highest density regions

Charles R. Doss, Guangwei Weng

We consider bandwidth matrix selection for kernel density estimators (KDEs) of density level sets in $R^{d}$ , $d \geq 2$ . We also consider estimation of highest density regio…