Title: Gaussian Mirror for High-dimensional Controlled Variable Selection Abstract: Simultaneously finding multiple influential variables and controlling the false discovery rate (FDR) for...

Title: Spatiotemporal Modeling of Resting State Brain Imaging Data for Functional Connectivity Analysis Abstract: In this article we develop a cluster of models for high dimensional time...

Title: Phylogenetically informed Bayesian truncated copula graphical models for microbial association networks Abstract: Microbes play a critical role in host health. The advancement of...

Title: Sequential Model-Based Optimization for Continuous Inputs with Finite Decision Space Abstract: Optimization using stochastic computer experiments is commonplace in engineering...

Tittle: Nonparametric Estimation of Distributions and Diagnostic Accuracy Based on Group-Tested Results with Differential Misclassification Abstract: This article concerns the problem of...

Title: Search for Truth through Data Abstract: The talk will concern the role of statistical thinking in the Search for Truth using data. This will bring us to a discussion of P-values, which...

Title: Conformal Inference of Counterfactuals and Individual Treatment Effects   Abstract: Evaluating treatment effect heterogeneity widely informs treatment decision making. At the moment, much...

Title: Statistical Approaches to Studying Air Pollution Mixtures and Health Abstract: The control of ambient air quality in the United States has been a major public health success since the...

Title: Functional principal component analysis for longitudinal data with informative dropout Abstract: In longitudinal studies, the values of biomarkers are often informatively missing due to...

Title: Linear Model Selection for Large High-Dimensional Data Set based on Robust Backward Elimination using FastMCD based Correlation  Abstract: For building a linear prediction model, Robust...