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Bayesian Methods and Theory

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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
Wei‐Ting Lai, Ray‐Bing Chen
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
Scott H. Holan, Nalini Ravishanker
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
Finn Lindgren, Daniel Simpson, Elias Krainski, Janine Illian, David Bolin, Andrea Riebler, Geir‐Arne Fuglstad, Håvard Rue, Haakon Bakka
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
Joshua C. C. Chan, Daniel J. Henderson, Christopher F. Parmeter, Justin L. Tobias
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
Hierarchical modeling in spatial epidemiology

Overview
Andrew B. Lawson
Published Online: Jul 22 2014
DOI:10.1002/wics.1315

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian structural equation model

Overview
Sik‐Yum Lee, Xin‐Yuan Song
Published Online: Jun 16 2014
DOI:10.1002/wics.1311

Abstract Full article on Wiley Online Library:   HTML | PDF
Generalized fiducial inference

Advanced Review
Todd Iverson
Published Online: Feb 12 2014
DOI:10.1002/wics.1291

Abstract Full article on Wiley Online Library:   HTML | PDF
A personal history of Bayesian statistics

Opinion
Thomas Hoskyns Leonard
Published Online: Jan 31 2014
DOI:10.1002/wics.1293

Abstract Full article on Wiley Online Library:   HTML | PDF
Diagnostic tools for hierarchical linear models

Advanced Review
Adam Loy, Heike Hofmann
Published Online: Dec 26 2012
DOI:10.1002/wics.1238

Abstract Full article on Wiley Online Library:   HTML | PDF
A Bayesian model for inference on population proportions

Focus Article
R. O. Okafor, U. A. Mbata
Published Online: Jul 03 2012
DOI:10.1002/wics.1218

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian estimation for target tracking: part II, the Gaussian sigma‐point Kalman filters

Advanced Review
A.J. Haug
Published Online: May 25 2012
DOI:10.1002/wics.1215

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian estimation for target tracking, Part III: Monte Carlo filters

Advanced Review
A.J. Haug
Published Online: May 10 2012
DOI:10.1002/wics.1210

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian estimation for target tracking: part I, general concepts

Advanced Review
A.J. Haug
Published Online: Apr 26 2012
DOI:10.1002/wics.1211

Abstract Full article on Wiley Online Library:   HTML | PDF
The Bayesian information criterion: background, derivation, and applications

Focus Article
Andrew A. Neath, Joseph E. Cavanaugh
Published Online: Dec 14 2011
DOI:10.1002/wics.199

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian modeling for large spatial datasets

Focus Article
Sudipto Banerjee, Montserrat Fuentes
Published Online: Aug 24 2011
DOI:10.1002/wics.187

Abstract Full article on Wiley Online Library:   HTML | PDF
WinBUGS: a tutorial

Overview
Anastasia Lykou, Ioannis Ntzoufras
Published Online: Jun 09 2011
DOI:10.1002/wics.176

Abstract Full article on Wiley Online Library:   HTML | PDF
Software reliability

Advanced Review
Refik Soyer
Published Online: Mar 09 2011
DOI:10.1002/wics.159

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian wavelet shrinkage

Focus Article
Gabriel Huerta
Published Online: Sep 24 2010
DOI:10.1002/wics.127

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian inference: an approach to statistical inference

Overview
D.A.S. Fraser
Published Online: Jul 15 2010
DOI:10.1002/wics.102

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian networks

Overview
Finn V. Jensen
Published Online: Dec 01 2009
DOI:10.1002/wics.48

Abstract Full article on Wiley Online Library:   HTML | PDF
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