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
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Bayesian Methods and Theory
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- Overviews (13)
- Advanced Reviews (17)
- Focus Articles (11)
Bayesian Methods and Theory
Bayesian modeling of multivariate time series of counts
Advanced Review
Di Zhang, Refik Soyer
Published Online: May 15 2021
DOI:10.1002/wics.1559
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
Improving the Gibbs sampler
Focus Article
Seunghan Lee, Taeyoung Park
Published Online: Jan 08 2021
DOI:10.1002/wics.1546
Zero‐inflated modeling part II: Zero‐inflated models for complex data structures
Advanced Review
Xuan Shi, Eric S. Roemmele, Derek S. Young
Published Online: Dec 18 2020
DOI:10.1002/wics.1540
Bayesian mixture models for cytometry data analysis
Advanced Review
Lin Lin, Boris P Hejblum
Published Online: Oct 16 2020
DOI:10.1002/wics.1535
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
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
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
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
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
Bayesian variable selection using the hyper‐g prior in WinBUGS
Advanced Review
Ioannis Ntzoufras, Konstantinos Perrakis
Published Online: Jul 17 2018
DOI:10.1002/wics.1442
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
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
A review of quadratic discriminant analysis for high‐dimensional data
Overview
Yingli Qin
Published Online: May 17 2018
DOI:10.1002/wics.1434
Modal regression using kernel density estimation: A review
Advanced Review
Yen‐Chi Chen
Published Online: Feb 14 2018
DOI:10.1002/wics.1431
Inverse problems: From regularization to Bayesian inference
Overview
D. Calvetti, E. Somersalo
Published Online: Jan 31 2018
DOI:10.1002/wics.1427
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
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
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
On nearest‐neighbor Gaussian process models for massive spatial data
Overview
Abhirup Datta, Sudipto Banerjee, Andrew O. Finley, Alan E. Gelfand
Published Online: Aug 04 2016
DOI:10.1002/wics.1383
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
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
Bayesian co‐clustering
Advanced Review
Carlotta Domeniconi, Kathryn Laskey
Published Online: Jul 06 2015
DOI:10.1002/wics.1359
Bayesian model selection using the median probability model
Focus Article
Joyee Ghosh
Published Online: Mar 31 2015
DOI:10.1002/wics.1352