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Statistical Models

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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
Envelope methods

Overview
R. Dennis Cook
Published Online: Oct 03 2019
DOI:10.1002/wics.1484

Abstract Full article on Wiley Online Library:   HTML | PDF
Review of univariate and bivariate exponentiated exponential‐geometric distributions

Overview
Carl Lee, Felix Famoye
Published Online: Aug 02 2019
DOI:10.1002/wics.1481

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiscalar genetic pathway modeling with hybrid Bayesian networks

Focus Article
Jesse D. Ziebarth, Yan Cui
Published Online: Jul 03 2019
DOI:10.1002/wics.1479

Abstract Full article on Wiley Online Library:   HTML | PDF
Goodness‐of‐fit testing in sparse contingency tables when the number of variables is large

Advanced Review
Mark Reiser
Published Online: Jun 09 2019
DOI:10.1002/wics.1470

Abstract Full article on Wiley Online Library:   HTML | PDF
Inference on variance components near boundary in linear mixed effect models

Advanced Review
Wataru Sakamoto
Published Online: Apr 25 2019
DOI:10.1002/wics.1466

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian regularization: From Tikhonov to horseshoe

Advanced Review
Nicholas G. Polson, Vadim Sokolov
Published Online: Apr 23 2019
DOI:10.1002/wics.1463

Abstract Full article on Wiley Online Library:   HTML | PDF
The Akaike information criterion: Background, derivation, properties, application, interpretation, and refinements

Focus Article
Joseph E. Cavanaugh, Andrew A. Neath
Published Online: Mar 14 2019
DOI:10.1002/wics.1460

Abstract Full article on Wiley Online Library:   HTML | PDF
Empirical Bayes methods in variable selection

Focus Article
Kangyan Liu, Haim Bar
Published Online: Oct 17 2018
DOI:10.1002/wics.1455

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

Advanced Review
Xiaoming Huo, Shanshan Cao
Published Online: Jul 26 2018
DOI:10.1002/wics.1451

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Weighted cross validation in model selection

Focus Article
Claudio Agostinelli, Georgios Afendras, Marianthi Markatou
Published Online: Jul 09 2018
DOI:10.1002/wics.1439

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
Independent component analysis: A statistical perspective

Overview
Hannu Oja, Klaus Nordhausen
Published Online: Jun 27 2018
DOI:10.1002/wics.1440

Abstract Full article on Wiley Online Library:   HTML | PDF
Kalman filtering and sequential Bayesian analysis

Advanced Review
Refik Soyer
Published Online: Jun 13 2018
DOI:10.1002/wics.1438

Abstract Full article on Wiley Online Library:   HTML | PDF
Gini autocovariance function used for time series with heavy‐tail distributions

Focus Article
Marcel D. Carcea
Published Online: Jan 21 2018
DOI:10.1002/wics.1428

Abstract Full article on Wiley Online Library:   HTML | PDF
CLOUD computing risk management for server‐farm repair rates, consumer load cycle, server‐farm repair crew count, and additional servers

Advanced Review
Mehmet Sahinoglu
Published Online: Jan 10 2018
DOI:10.1002/wics.1424

Abstract Full article on Wiley Online Library:   HTML | PDF
Sieve maximum likelihood estimation in generalized linear models with an unknown link function

Advanced Review
Mengdie Yuan, Guoqing Diao
Published Online: Dec 22 2017
DOI:10.1002/wics.1425

Abstract Full article on Wiley Online Library:   HTML | PDF
Modern and classical k‐sample omnibus tests

Focus Article
Su Chen, Michael Pokojovy
Published Online: Oct 10 2017
DOI:10.1002/wics.1418

Abstract Full article on Wiley Online Library:   HTML | PDF
Estimation of covariance and precision matrix, network structure, and a view toward systems biology

Overview
Markku O. Kuismin, Mikko J. Sillanpää
Published Online: Sep 28 2017
DOI:10.1002/wics.1415

Abstract Full article on Wiley Online Library:   HTML | PDF
Linear regression with interval‐valued data

Focus Article
Yan Sun
Published Online: Nov 16 2015
DOI:10.1002/wics.1373

Abstract Full article on Wiley Online Library:   HTML | PDF
Agent‐based models in sociology

Advanced Review
Federico Bianchi, Flaminio Squazzoni
Published Online: Jun 05 2015
DOI:10.1002/wics.1356

Abstract Full article on Wiley Online Library:   HTML | PDF
Quasi‐least squares fitting

Focus Article
Justine Shults
Published Online: Apr 08 2015
DOI:10.1002/wics.1349

Abstract Full article on Wiley Online Library:   HTML | PDF
The role of simulations in econometrics pedagogy

Focus Article
Anton Bekkerman
Published Online: Dec 02 2014
DOI:10.1002/wics.1342

Abstract Full article on Wiley Online Library:   HTML | PDF
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