3 papers
stat.ME2026
Censored broken adaptive ridge rank regression via induced smoothing
Suyeon Seon, Dipankar Bandyopadhyay, Seongoh Park +2
Broken adaptive ridge (BAR) penalty approximates -regularization through iterative reweighting of L2 penalties. This penalty enjoys both the oracle property and the grouping e…
stat.ME2026
Semi- and non-parametric approaches to individualized treatment regimes in the presence of causal mediation
Misha Dolmatov, Erica E. M. Moodie, David A. Stephens +1
Individualized treatment rules (ITRs) map an individual patient's characteristics to their recommended treatment value. Typically, the optimal ITR is defined as the rule which maxi…
stat.ME2025
Rank estimation for the accelerated failure time model with partially interval-censored data
Taehwa Choi, Sangbum Choi, Dipankar Bandyopadhyay
This paper presents a unified rank-based inferential procedure for fitting the accelerated failure time model to partially interval-censored data. A Gehan-type monotone estimating…