3 papers
stat.ME2026
Classification-Powered Conformal Inference for Zero-inflated Outcomes
Zhirui Li, Ricardo Diaz-Rincon, Benjamin Shickel +3
Zero-inflated outcomes, where responses are zero with positive probability and otherwise continuous, are common in biomedical, environmental, and social science studies. We propose…
math.ST2026
Inference in high-dimensional logistic regression under tensor network dependence
Josh Miles, Sohom Bhattacharya
We investigate the problem of statistical inference for logistic regression with high-dimensional covariates in settings where dependence among individuals is induced by an underly…
math.ST2025
Causal inference under interference: computational barriers and algorithmic solutions
Sohom Bhattacharya, Subhabrata Sen
We study causal effect estimation under interference from network data. We work under the chain-graph formulation pioneered in Tchetgen Tchetgen et. al (2021). Our first result sho…