Bayesian hierarchical models for multivariate mixed responses with repeated measures: A case study in arterial occlusive disease

Endris Assen Ebrahim; Mehmet Ali Cengiz

doi:10.1371/journal.pone.0346331

Loading metrics

Open Access

Peer-reviewed

Research Article

Bayesian hierarchical models for multivariate mixed responses with repeated measures: A case study in arterial occlusive disease

Endris Assen Ebrahim ,

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: end384@gmail.com

Affiliation Department of Statistics, College of Natural and Computational Sciences, Debre Tabor University, South Gondar, Ethiopia

https://orcid.org/0000-0002-8959-6052

⨯
Mehmet Ali Cengiz

Roles Formal analysis, Investigation, Methodology, Project administration, Resources, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Mathematics and Statistics, College of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia
⨯

Bayesian hierarchical models for multivariate mixed responses with repeated measures: A case study in arterial occlusive disease

Endris Assen Ebrahim,
Mehmet Ali Cengiz

Published: April 15, 2026
https://doi.org/10.1371/journal.pone.0346331

About the Authors

Endris Assen Ebrahim

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: end384@gmail.com

Affiliation Department of Statistics, College of Natural and Computational Sciences, Debre Tabor University, South Gondar, Ethiopia

https://orcid.org/0000-0002-8959-6052

Mehmet Ali Cengiz

Roles Formal analysis, Investigation, Methodology, Project administration, Resources, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Mathematics and Statistics, College of Science, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia

Competing Interests

The authors have declared that no competing interests exist.

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Ultrasound imaging
Is the Subject Area "Ultrasound imaging" applicable to this article?

Thanks for your feedback.
Markov models
Is the Subject Area "Markov models" applicable to this article?

Thanks for your feedback.
Algorithms
Is the Subject Area "Algorithms" applicable to this article?

Thanks for your feedback.
Mathematical models
Is the Subject Area "Mathematical models" applicable to this article?

Thanks for your feedback.
Monte Carlo method
Is the Subject Area "Monte Carlo method" applicable to this article?

Thanks for your feedback.
Autocorrelation
Is the Subject Area "Autocorrelation" applicable to this article?

Thanks for your feedback.
Normal distribution
Is the Subject Area "Normal distribution" applicable to this article?

Thanks for your feedback.
Probability distribution
Is the Subject Area "Probability distribution" applicable to this article?

Thanks for your feedback.