2 papers
stat.ME2023
The Conditional Prediction Function: A Novel Technique to Control False Discovery Rate for Complex Models
Yushu Shi, Michael Martens
In modern scientific research, the objective is often to identify which variables are associated with an outcome among a large class of potential predictors. This goal can be achie…
stat.ME2021
Nonparametric Bayesian Knockoff Generators for Feature Selection Under Complex Data Structure
Michael J. Martens, Anjishnu Banerjee, Xinran Qi +1
The recent proliferation of high-dimensional data, such as electronic health records and genetics data, offers new opportunities to find novel predictors of outcomes. Presented wit…