714 citations · 1k across the 33 of their papers we have counts for
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stat.ME2019★ 1 cited
Statistical significance in high-dimensional linear mixed models
Lina Lin, Mathias Drton, Ali Shojaie
This paper concerns the development of an inferential framework for high-dimensional linear mixed effect models. These are suitable models, for instance, when we have repeated…
math.ST2019
Distribution-free consistent independence tests via center-outward ranks and signs
Hongjian Shi, Mathias Drton, Fang Han
This paper investigates the problem of testing independence of two random vectors of general dimensions. For this, we give for the first time a distribution-free consistent test. O…