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Journal of the American Statistical Association Volume 114, 2019 - Issue 527
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Applications and Case Studies

A Bayesian Hierarchical Summary Receiver Operating Characteristic Model for Network Meta-Analysis of Diagnostic Tests

Qinshu LianDivision of Biostatistics, School of Public Health, The University of Minnesota, Minneapolis, MNView further author information
,
James S. HodgesDivision of Biostatistics, School of Public Health, The University of Minnesota, Minneapolis, MNView further author information
&
Haitao ChuDivision of Biostatistics, School of Public Health, The University of Minnesota, Minneapolis, MNView further author information
Pages 949-961 | Received 01 Nov 2015, Published online: 07 Aug 2018

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Jincheng Zhou, James S. Hodges & Haitao Chu. (2021) A Bayesian Hierarchical CACE Model Accounting for Incomplete Noncompliance With Application to a Meta-analysis of Epidural Analgesia on Cesarean Section. Journal of the American Statistical Association 116:536, pages 1700-1712.
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Aristidis K. Nikoloulopoulos. (2022) An One-Factor Copula Mixed Model for Joint Meta-Analysis of Multiple Diagnostic Tests. Journal of the Royal Statistical Society Series A: Statistics in Society 185:3, pages 1398-1423.
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Areti Angeliki Veroniki, Sofia Tsokani, Ridhi Agarwal, Eirini Pagkalidou, Gerta Rücker, Dimitris Mavridis & Yemisi Takwoingi. (2022) Diagnostic test accuracy network meta-analysis methods: A scoping review and empirical assessment. Journal of Clinical Epidemiology 146, pages 86-96.
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Xiwen Su, Daniel J. McDonough, Haitao Chu, Minghui Quan & Zan Gao. (2020) Application of network meta-analysis in the field of physical activity and health promotion. Journal of Sport and Health Science 9:6, pages 511-520.
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Lianne Siegel, Kyle Rudser, Siobhan Sutcliffe, Alayne Markland, Linda Brubaker, Sheila Gahagan, Ann E. Stapleton & Haitao Chu. (2020) A Bayesian multivariate meta‐analysis of prevalence data. Statistics in Medicine 39:23, pages 3105-3119.
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. (2020) A method of Q-matrix validation for polytomous response cognitive diagnosis model based on relative fit statistics. Acta Psychologica Sinica 52:1, pages 93.
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Qinshu Lian, James S. Hodges, Richard MacLehose & Haitao Chu. (2018) A Bayesian approach for correcting exposure misclassification in meta‐analysis. Statistics in Medicine 38:1, pages 115-130.
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