322 citations · 519 across the 10 of their papers we have counts for
10 papers
Non-parametric Bayesian mixture model to study adverse events of COVID-19 vaccines
Ali Turfah, Xiaoquan Wen, Lili Zhao
The vaccine adverse event reporting system (VAERS) is a vital resource for post-licensure vaccine safety monitoring and has played a key role in assessing the safety of COVID-19 va…
Statistical Assessment of Replicability via Bayesian Model Criticism
Yi Zhao, Xiaoquan Wen
Assessment of replicability is critical to ensure the quality and rigor of scientific research. In this paper, we discuss inference and modeling principles for replicability assess…
A Unified View of False Discovery Rate Control: Reconciliation of Bayesian and Frequentist Approaches
Xiaoquan Wen
This paper explores the intrinsic connections between the Bayesian false discovery rate (FDR) control procedures and their counterpart of frequentist procedures. We attempt to offe…
Bayesian Model Comparison in Genetic Association Analysis: Linear Mixed Modeling and SNP Set Testing
Xiaoquan Wen
We consider the problems of hypothesis testing and model comparison under a flexible Bayesian linear regression model whose formulation is closely connected with the linear mixed e…
Robust Bayesian FDR Control using Bayes Factors, with Applications to Multi-tissue eQTL Discovery
Xiaoquan Wen
Motivated by the genomic application of expression quantitative trait loci (eQTL) mapping, we propose a new procedure to perform simultaneous testing of multiple hypotheses using B…
Bayesian Model Selection in Complex Linear Systems, as Illustrated in Genetic Association Studies
Xiaoquan Wen
Motivated by examples from genetic association studies, this paper considers the model selection problem in a general complex linear model system and in a Bayesian framework. We di…