Structure Learning of Gaussian Markov Random Fields with False Discovery Rate Control

In this paper, we propose a new estimation procedure for discovering the structure of Gaussian Markov random fields (MRFs) with false discovery rate (FDR) control, making use of the sorted <inline-formula> <math display="inline"> <semantics> <msub> <mi>ℓ</m...

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Bibliographic Details
Main Authors: Sangkyun Lee, Piotr Sobczyk, Malgorzata Bogdan
Format: Article
Language:English
Published: MDPI AG 2019-10-01
Series:Symmetry
Subjects:
Online Access:https://www.mdpi.com/2073-8994/11/10/1311