Variable selection for case-cohort studies with informatively interval-censored outcomes
Variable selection has recently attracted a great deal of attention and in particular, a couple
of methods have been proposed for general interval-censored failure time data or the …
of methods have been proposed for general interval-censored failure time data or the …
Improving estimation efficiency of case-cohort studies with interval-censored failure time data
<? show [AQ ID= GQ2 POS=-20pt]?><? show [AQ ID= GQ5 POS= 12pt]?> The case-cohort
design is a commonly used cost-effective sampling strategy for large cohort studies, where …
design is a commonly used cost-effective sampling strategy for large cohort studies, where …
Analysis of Informatively Interval-Censored Case–Cohort Studies with the Application to HIV Vaccine Trials
M Du, Q Zhou - Communications in Mathematics and Statistics, 2023 - Springer
Case–cohort studies are commonly used in various investigations, and many methods have
been proposed for their analyses. However, most of the available methods are for right …
been proposed for their analyses. However, most of the available methods are for right …
Transformation models with informative partly interval-censored data
J Jiang, C Wang, D Pan, X Song - Statistics and Computing, 2024 - Springer
Partly interval censoring is frequently encountered in clinical trials when the failure time of
an event is observed exactly for some subjects but is only known to fall within an observed …
an event is observed exactly for some subjects but is only known to fall within an observed …
Variable Selection for Interval‐censored Failure Time Data
M Du, J Sun - International Statistical Review, 2022 - Wiley Online Library
Variable selection for interval‐censored failure time data has recently attracted a great deal
of attention along with the analysis of interval‐censored data in both method developments …
of attention along with the analysis of interval‐censored data in both method developments …
Feature screening for case-cohort studies in the presence of interval censoring
Z Cao, H Li, J Sun, N Tang - Journal of Nonparametric Statistics, 2024 - Taylor & Francis
A great literature has been established for both feature screening under various situations
and the analysis of case-cohort studies. Also several methods have been proposed for …
and the analysis of case-cohort studies. Also several methods have been proposed for …
A New Method for Regression Analysis of Case–Cohort Interval‐Censored Failure Time Data
R Jia, Y Lou, J Sun, P Wang - Stat, 2024 - Wiley Online Library
The case–cohort design is widely used as a way of reducing costs when the disease
incidence is low and covariates are expensive to measure. In this paper, we consider …
incidence is low and covariates are expensive to measure. In this paper, we consider …
Estimation of the additive hazards model based on case‐cohort interval‐censored data with dependent censoring
Y Ma, P Wang, Y Lou, J Sun… - Canadian Journal of …, 2024 - Wiley Online Library
The additive hazards model is one of the most commonly used models for regression
analysis of failure time data, and many methods have been developed for its estimation. In …
analysis of failure time data, and many methods have been developed for its estimation. In …
Estimation of complier causal treatment effects under the case–cohort studies with interval-censored failure time data
Y Ma, P Wang, J Sun - Journal of Statistical Computation and …, 2023 - Taylor & Francis
It has attracted a great deal of interest in randomized survival studies to assess the causal
treatment effect under non-compliance with time-to-event outcomes. In this paper, the …
treatment effect under non-compliance with time-to-event outcomes. In this paper, the …
Estimation of complier causal treatment effects with informatively interval-censored failure time data
Y Ma, P Wang, J Sun - Annals of the Institute of Statistical Mathematics, 2023 - Springer
Estimation of compiler causal treatment effects has been discussed by many authors under
different situations but only limited literature exists for interval-censored failure time data …
different situations but only limited literature exists for interval-censored failure time data …