4 papers · 1 filter
Multimarker genetic association tests for panel count data
Kun Xia, Jianrui Zhang, Qing Lu +1
The existing multimarker survival tests focus on time to event outcomes. However, recurrent events are common in real world clinical and biomedical studies, especially in the resea…
Genetic association testing with multivariate survival phenotypes under interval censoring
Juhee Lee, Kun Xia, Jianrui Zhang +3
Set-based genetic association tests provide a powerful framework for detecting genetic effects on complex traits by jointly analyzing multiple genetic variants. Although set-based…
Variable Selection in Ultra-high Dimensional Feature Space for the Cox Model with Interval-Censored Data
Daewoo Pak, Jianrui Zhang, Di Wu +2
We develop a set of variable selection methods for the Cox model under interval censoring, in the ultra-high dimensional setting where the dimensionality can grow exponentially wit…
Post-Selection Inference for the Cox Model with Interval-Censored Data
Jianrui Zhang, Chenxi Li, Haolei Weng
We develop a post-selection inference method for the Cox proportional hazards model with interval-censored data, which provides asymptotically valid p-values and confidence interva…