A tutorial on regularized partial correlation networks.
Abstract
Recent years have seen an emergence of network modeling applied to moods, attitudes, and problems in the realm of psychology. In this framework, psychological variables are understood to directly affect each other rather than being caused by an unobserved latent entity. In this tutorial, we introduce the reader to estimating the most popular network model for psychological data: the partial correlation network. We describe how regularization...
Paper Details
Title
A tutorial on regularized partial correlation networks.
Published Date
Mar 29, 2018
Journal
Volume
23
Issue
4
Pages
617 - 634
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