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Replicates in high dimensions, with applications to latent variable graphical models

In classical statistics, much thought has been put into experimental design and data collection. In the high-dimensional setting, however, experimental design has been less of a focus. In this paper, we stress the importance of collecting multiple replicates for each subject in this setting. We cons...

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Bibliographic Details
Published in:Biometrika
Main Authors: Tan, Kean Ming, Ning, Yang, Witten, Daniela M., Liu, Han
Format: Artigo
Language:Inglês
Published: 2016
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5520622/
https://ncbi.nlm.nih.gov/pubmed/28736452
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biomet/asw050
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