257 citations · 610 across the 24 of their papers we have counts for
3 papers · 1 filter
A procedure for multiple testing of partial conjunction hypotheses based on a hazard rate inequality
Thorsten Dickhaus, Ruth Heller, Anh-Tuan Hoang +1
The partial conjunction null hypothesis is tested in order to discover a signal that is present in multiple studies. The standard approach of carrying out a multiple test procedure…
Optimal multiple testing and design in clinical trials
Ruth Heller, Abba Krieger, Saharon Rosset
A central goal in designing clinical trials is to find the test that maximizes power (or equivalently minimizes required sample size) for finding a false null hypothesis subject to…
A statistical framework for efficient out of distribution detection in deep neural networks
Matan Haroush, Tzviel Frostig, Ruth Heller +1
Background. Commonly, Deep Neural Networks (DNNs) generalize well on samples drawn from a distribution similar to that of the training set. However, DNNs' predictions are brittle a…