Multiple Testing Methods for Low and High-Dimensional Testing Problems in Biomedical Research

Explore multiple testing methods for low and high-dimensional testing problems in biomedical research through this 28-minute conference talk by Saharon Rosset at the Computational Genomics Summer Institute (CGSI) 2023. Delve into hypothesis testing, null hypotheses, optimization problems, and power analysis. Examine real-world examples and solutions related to clinical trials and statistical methodologies. Gain insights from related papers discussing optimal procedures for multiple testing, false discovery criteria control, and inference with approximate local false discovery rates. Enhance your understanding of advanced statistical techniques applied to genomics and biomedical research.

Introduction
Hypothesis Testing
Null Hypothesis
Optimization Problem
Power
Examples
Solution