Bayesian Functional Principal Components Analysis via Variational Message Passing with Multilevel Extensions

Nolan, T. H., Goldsmith, J., & Ruppert, D. (2025). Bayesian Functional Principal Components Analysis via Variational Message Passing with Multilevel Extensions. Bayesian Analysis, 20(1). https://doi.org/10.1214/23-ba1393
Authors:
Tui H. Nolan
Jeff Goldsmith
David Ruppert
Affiliated Authors:
Jeff Goldsmith
Columbia Affiliation:
Author Keywords:
nonparametric regression
kullback-liebler divergence
functional principal component scores
mean field
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Publication Type:
Article
Unique ID:
10.1214/23-BA1393
DOI:
10.1214/23-BA1393
Journal:
Bayesian Analysis
Publication Date:
Data Source:
Web of Science
Source Link:
View Web of Science Record

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