162 citations
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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…
stat.ME2024★ 7 cited
Interval-censored linear quantile regression
Taehwa Choi, Seohyeon Park, Hunyong Cho +1
Censored quantile regression has emerged as a prominent alternative to classical Cox's proportional hazards model or accelerated failure time model in both theoretical and applied…
stat.ME2017★ 3 cited
The cumulative Kolmogorov filter for model-free screening in ultrahigh dimensional data
Arlene K. H. Kim, Seung Jun Shin
We propose a cumulative Kolmogorov filter to improve the fused Kolmogorov filter proposed by Zou (2015) via cumulative slicing. We establish an improved asymptotic result under rel…