A Bayesian approach to restricted latent class models for scientifically structured clustering of multivariate binary outcomes

This paper presents a model-based method for clustering multivariate binary observations that incorporates constraints consistent with the scientific context. The approach is motivated by the precision medicine problem of identifying autoimmune disease patient subsets or classes who may require diff...

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Bibliographic Details
Main Authors: Casciola-Rosen, L. (Author), Rosen, A. (Author), Wu, Z. (Author), Zeger, S.L (Author)
Format: Article
Language:English
Published: John Wiley and Sons Inc 2021
Subjects:
Online Access:View Fulltext in Publisher