Co-authors: Jie Hu (University of Pennsylvania), Yiwen Lu, Jingmei Qiu (Department of Mathematical Sciences, University of Delaware), Yong Chen (University of Pennsylvania, Perelman School of Medicine)

Distributed inference Tensor-train Function approximation Low-rank Tensor Lossless property Causal inference

Nullstrap-DE: A General Framework for Calibrating FDR and Preserving Power in RNA-seq Differential Expression Methods

9:35 AM - 9:50 AM

Chenxin Jiang

Co-authors: Changhu Wang, Jingyi Jessica Li (UCLA)

Differential expression Generalized linear models False discovery rate control Multiple testing Synthetic data Statistical genomics

On prediction-powered inference for quantile regression via convolution smoothing

9:50 AM - 10:05 AM

Shota Takeishi (Washington University in St. Louis)

Co-authors: Jimin Ding (Washington University At St. Louis), XUMING HE (Washington University in St. Louis)

Quantile regression Surrogate Asymptotic theory Smoothing Prediction-powered inference

On the universal calibration of heavy-tailed combination tests

10:05 AM - 10:20 AM

Parijat Chakraborty (University of Michigan, Ann Arbor)

Co-authors: Richard Guo, Kerby Shedden (University of Michigan), Stilian Stoev (University of Michigan)

Multiple hypothesis testing Cauchy combination test Harmonic mean test Pareto Multivariate regular variation Heavy tails