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Bayesian Methods and Theory

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Why BDeu? Regular Bayesian network structure learning with discrete and continuous variables

Advanced Review
Joe Suzuki
Published Online: Mar 01 2021
DOI:10.1002/wics.1554

Abstract Full article on Wiley Online Library:   HTML | PDF
Improving the Gibbs sampler

Focus Article
Seunghan Lee, Taeyoung Park
Published Online: Jan 08 2021
DOI:10.1002/wics.1546

Abstract Full article on Wiley Online Library:   HTML | PDF
Zero‐inflated modeling part II: Zero‐inflated models for complex data structures

Advanced Review
Derek S. Young, Eric S. Roemmele, Xuan Shi
Published Online: Dec 18 2020
DOI:10.1002/wics.1540

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian mixture models for cytometry data analysis

Advanced Review
Boris P Hejblum, Lin Lin
Published Online: Oct 17 2020
DOI:10.1002/wics.1535

Abstract Full article on Wiley Online Library:   HTML | PDF
Adversarial risk analysis: An overview

Overview
David Banks, Víctor Gallego, Roi Naveiro, David Ríos Insua
Published Online: Sep 14 2020
DOI:10.1002/wics.1530

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian and frequentist testing for differences between two groups with parametric and nonparametric two‐sample tests

Overview
Riko Kelter
Published Online: Jul 13 2020
DOI:10.1002/wics.1523

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of Bayesian group selection approaches for linear regression models

Advanced Review
Ray‐Bing Chen, Wei‐Ting Lai
Published Online: Jun 29 2020
DOI:10.1002/wics.1513

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of approximate Bayesian computation methods via density estimation: Inference for simulator‐models

Overview
Clara Grazian, Yanan Fan
Published Online: Oct 29 2019
DOI:10.1002/wics.1486

Abstract Full article on Wiley Online Library:   HTML | PDF
Time series clustering and classification via frequency domain methods

Focus Article
Nalini Ravishanker, Scott H. Holan
Published Online: Jul 20 2018
DOI:10.1002/wics.1444

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian variable selection using the hyper‐g prior in WinBUGS

Advanced Review
Konstantinos Perrakis, Ioannis Ntzoufras
Published Online: Jul 17 2018
DOI:10.1002/wics.1442

Abstract Full article on Wiley Online Library:   HTML | PDF
Spatial modeling with R‐INLA: A review

Advanced Review
Haakon Bakka, Håvard Rue, Geir‐Arne Fuglstad, Andrea Riebler, David Bolin, Janine Illian, Elias Krainski, Daniel Simpson, Finn Lindgren
Published Online: Jul 05 2018
DOI:10.1002/wics.1443

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian latent modeling of spatio‐temporal variation in small‐area health data

Overview
Andrew B. Lawson
Published Online: Jun 29 2018
DOI:10.1002/wics.1441

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of quadratic discriminant analysis for high‐dimensional data

Overview
Yingli Qin
Published Online: May 17 2018
DOI:10.1002/wics.1434

Abstract Full article on Wiley Online Library:   HTML | PDF
Modal regression using kernel density estimation: A review

Advanced Review
Yen‐Chi Chen
Published Online: Feb 14 2018
DOI:10.1002/wics.1431

Abstract Full article on Wiley Online Library:   HTML | PDF
Inverse problems: From regularization to Bayesian inference

Overview
D. Calvetti, E. Somersalo
Published Online: Jan 31 2018
DOI:10.1002/wics.1427

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational methods for birth‐death processes

Advanced Review
Forrest W. Crawford, Lam Si Tung Ho, Marc A. Suchard
Published Online: Jan 02 2018
DOI:10.1002/wics.1423

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric estimation in economics: Bayesian and frequentist approaches

Focus Article
Justin L. Tobias, Christopher F. Parmeter, Daniel J. Henderson, Joshua C. C. Chan
Published Online: Aug 14 2017
DOI:10.1002/wics.1406

Abstract Full article on Wiley Online Library:   HTML | PDF
Applications of subset selection procedures and Bayesian ranking methods in analysis of traffic fatality data

Focus Article
Gary C. McDonald
Published Online: Sep 12 2016
DOI:10.1002/wics.1385

Abstract Full article on Wiley Online Library:   HTML | PDF
On nearest‐neighbor Gaussian process models for massive spatial data

Overview
Alan E. Gelfand, Andrew O. Finley, Sudipto Banerjee, Abhirup Datta
Published Online: Aug 04 2016
DOI:10.1002/wics.1383

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian Vertex Nomination Using Content and Context

Advanced Review
Shakira Suwan, Dominic S. Lee, Carey E. Priebe
Published Online: Sep 25 2015
DOI:10.1002/wics.1365

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian wombling: finding rapid change in spatial maps

Focus Article
Alan E. Gelfand, Sudipto Banerjee
Published Online: Aug 04 2015
DOI:10.1002/wics.1360

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian co‐clustering

Advanced Review
Carlotta Domeniconi, Kathryn Laskey
Published Online: Jul 06 2015
DOI:10.1002/wics.1359

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian model selection using the median probability model

Focus Article
Joyee Ghosh
Published Online: Mar 31 2015
DOI:10.1002/wics.1352

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian models for functional magnetic resonance imaging data analysis

Overview
Linlin Zhang, Michele Guindani, Marina Vannucci
Published Online: Nov 04 2014
DOI:10.1002/wics.1339

Abstract Full article on Wiley Online Library:   HTML | PDF
Frameworks for prior‐free posterior probabilistic inference

Focus Article
Chuanhai Liu, Ryan Martin
Published Online: Sep 12 2014
DOI:10.1002/wics.1329

Abstract Full article on Wiley Online Library:   HTML | PDF
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