7 citations · 10 across the 5 of their papers we have counts for
5 papers
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…
Inference for change-plane regression
Chaeryon Kang, Hunyong Cho, Rui Song +3
A key challenge in analyzing the behavior of change-plane estimators is that the objective function has multiple minimizers. Two estimators are proposed to deal with this non-uniqu…
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…
Confidence intervals for the area under the receiver operating characteristic curve in the presence of ignorable missing data
Hunyong Cho, Gregory J. Matthews, Ofer Harel
Receiver operating characteristic (ROC) curves are widely used as a measure of accuracy of diagnostic tests and can be summarized using the area under the ROC curve (AUC). Often, i…