7 citations · 10 across the 5 of their papers we have counts for
3 papers · 1 filter
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…
Multi-stage optimal dynamic treatment regimes for survival outcomes with dependent censoring
Hunyong Cho, Shannon T. Holloway, David J. Couper +1
We propose a reinforcement learning method for estimating an optimal dynamic treatment regime for survival outcomes with dependent censoring. The estimator allows the failure time…
Interval censored recursive forests
Hunyong Cho, Nicholas P. Jewell, Michael R. Kosorok
We propose the interval censored recursive forests (ICRF) which is an iterative tree ensemble method for interval censored survival data. This nonparametric regression estimator ma…