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Accelerating Bayesian Structure Learning in Sparse Gaussian Graphical Models

  • Published:2021-12-21 Issue: Volume: Page:1-14
  • ISSN:0162-1459
  • Container-title:Journal of the American Statistical Association
  • language:en
  • Short-container-title:Journal of the American Statistical Association

Author:

Mohammadi Reza1ORCID,Massam Hélène2,Letac Gérard3

Affiliation:

1. Department of Business Analytics, University of Amsterdam, Amsterdam, Netherlands

2. Department of Mathematics and Statistics, York University, Ontario, Canada

3. Laboratoire de Statistique et Probabilités, Université Paul Sabatier, Toulouse, France

Publisher

Informa UK Limited

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Cited by 12 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Bayesian Structure Learning in Undirected Gaussian Graphical Models: Literature Review with Empirical Comparison;Journal of the American Statistical Association;2024-08-30

2. Parallel sampling of decomposable graphs using Markov chains on junction trees;Journal of the American Statistical Association;2024-08-14

3. Bayesian Scalable Precision Factor Analysis for Gaussian Graphical Models;Bayesian Analysis;2024-01-01

4. Bayesian Analysis of Cross-Sectional Networks: A Tutorial in R and JASP;Advances in Methods and Practices in Psychological Science;2023-10

5. Learning Block Structured Graphs in Gaussian Graphical Models;Journal of Computational and Graphical Statistics;2023-06-15
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