654 citations · 1.4k across the 34 of their papers we have counts for
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stat.ME2021
Resampling Methods for Detecting Anisotropic Correlation Structure
Assaf Rabinowicz, Saharon Rosset
This paper proposes parametric and non-parametric hypothesis testing algorithms for detecting anisotropy -- rotational variance of the covariance function in random fields. Both al…
stat.ME2021★ 5 cited
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…
stat.ME2021★ 4 cited
Trees-Based Models for Correlated Data
Assaf Rabinowicz, Saharon Rosset
This paper presents a new approach for trees-based regression, such as simple regression tree, random forest and gradient boosting, in settings involving correlated data. We show t…