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Whiteman AS, Bartsch AJ, Kang J, Johnson TD. Bayesian inference for brain activity from functional magnetic resonance imaging collected at two spatial resolutions. Ann Appl Stat 2022; 16:2626-2647. [DOI: 10.1214/22-aoas1606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Andrew S. Whiteman
- Department of Biostatistics, University of Michigan School of Public Health
| | - Andreas J. Bartsch
- Radiologie Bamberg and Department of Neuroradiology, University of Heidelberg
| | - Jian Kang
- Department of Biostatistics, University of Michigan School of Public Health
| | - Timothy D. Johnson
- Department of Biostatistics, University of Michigan School of Public Health
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Naseri P, Alavi Majd H, Tabatabaei SM. Integrated nested Laplace approximation method for hierarchical Bayesian inference of spatial model with application to functional magnetic resonance imaging data. COMMUN STAT-THEOR M 2020. [DOI: 10.1080/03610926.2020.1776327] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Parisa Naseri
- Department of Biostatistics, School of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hamid Alavi Majd
- Department of Biostatistics, School of Paramedical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Seyyed Mohammad Tabatabaei
- Medical Informatics Department, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
- Psychiatry and Behavioral Sciences Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Clinical Research Development Unit, Imam Reza Hospital, University of Medical Sciences, Mashhad, Iran
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