2 papers
stat.ME2026
Controlling the false discovery rate in high-dimensional linear models using model-X knockoffs and -values
Jinyuan Chang, Chenlong Li, Cheng Yong Tang +1
We propose a novel multiple testing methodology for controlling the false discovery rate (FDR) in high-dimensional linear models that integrates model-X knockoff techniques with de…
stat.ME2025
Bayesian penalized empirical likelihood and Markov Chain Monte Carlo sampling
Jinyuan Chang, Cheng Yong Tang, Yuanzheng Zhu
In this study, we introduce a novel methodological framework called Bayesian Penalized Empirical Likelihood (BPEL), designed to address the computational challenges inherent in emp…