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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★ 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…