conformal prediction 1prediction intervals 1right-censored data 1semiparametric estimation 1survival analysis 1
From the 1 of 2 linked papers with an AI index.
2 papers
stat.ME2026
Semiparametric Prediction with Efficient Interval Length under a Right-Censored Covariate
Kihyun Han, Yanyuan Ma, Karen Marder +1
The paper introduces a semiparametric method for constructing prediction intervals when a key covariate is right‑censored, achieving more stable interval lengths and reliable cover…
stat.ME2026
SPYCE: A Doubly Robust Estimator for Trials Targeting Early Huntington Disease under Outcome-Dependent Censoring
Kihyun Han, Yanyuan Ma, Karen Marder +1
Clinical trials for neurodegenerative diseases must identify sensitive endpoints -- outcomes that change rapidly enough to detect treatment effects. In Huntington disease, this req…