Statistical significance in high-dimensional linear mixed models

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 measurements for subjects. We consider a scenario where the number of fixed effects is large (and may be larger than ), but...

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Bibliographic Details
Published in:FODS '20 : proceedings of the 2020 ACM-IMS Foundations of Data Science Conference : October 19-20, 2020, Virtual Event, USA. ACM-IMS Foundations of Data Science Conference (2020 : Online) Vol. 2020; p. 171
Main Authors: Lin, Lina, Drton, Mathias, Shojaie, Ali
Format: Journal Article
Language:English
Published: United States 01.10.2020
Online Access:Get more information
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