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A review study of functional autoregressive models with application to energy forecasting

Advanced Review
Ying Chen, Thorsten Koch, Kian Guan Lim, Xiaofei Xu, Nazgul Zakiyeva
Published Online: Jul 29 2020
DOI:10.1002/wics.1525

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
Advance of the sufficient dimension reduction

Advanced Review
Weiqiang Hang, Yingcun Xia
Published Online: Jun 03 2020
DOI:10.1002/wics.1516

Abstract Full article on Wiley Online Library:   HTML | PDF
Differential network analysis: A statistical perspective

Advanced Review
Ali Shojaie
Published Online: Apr 06 2020
DOI:10.1002/wics.1508

Abstract Full article on Wiley Online Library:   HTML | PDF
Review of current advances in survival analysis and frailty models

Advanced Review
Ralph B. D'Agostino, Usha S. Govindarajulu
Published Online: Mar 18 2020
DOI:10.1002/wics.1504

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian spatial and spatiotemporal models based on multiscale factorizations

Advanced Review
Marco A. R. Ferreira
Published Online: Mar 18 2020
DOI:10.1002/wics.1509

Abstract Full article on Wiley Online Library:   HTML | PDF
Animal movement models for multiple individuals

Overview
Frances E. Buderman, Henry R. Scharf
Published Online: Mar 09 2020
DOI:10.1002/wics.1506

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of flow field forecasting: A high‐dimensional forecasting procedure

Advanced Review
Randy C. Hoover, Patrick S. Fleming, Kyle Caudle
Published Online: Feb 21 2020
DOI:10.1002/wics.1505

Abstract Full article on Wiley Online Library:   HTML | PDF
Stationary count time series models

Overview
Christian H. Weiß
Published Online: Feb 14 2020
DOI:10.1002/wics.1502

Abstract Full article on Wiley Online Library:   HTML | PDF
Random projections: Data perturbation for classification problems

Advanced Review
Timothy I. Cannings
Published Online: Feb 05 2020
DOI:10.1002/wics.1499

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiple and multilevel graphical models

Overview
Inyoung Kim, Liang Shan, Jiali Lin, Wenyu Gao, Byung‐Jun Kim, Hamdy Mahmoud
Published Online: Feb 03 2020
DOI:10.1002/wics.1497

Abstract Full article on Wiley Online Library:   HTML | PDF
Analyzing Markov chain Monte Carlo output

Overview
Dootika Vats, Nathan Robertson, James M. Flegal, Galin L. Jones
Published Online: Jan 28 2020
DOI:10.1002/wics.1501

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric volatility prediction

Focus Article
Jussi Klemelä
Published Online: Jan 07 2020
DOI:10.1002/wics.1491

Abstract Full article on Wiley Online Library:   HTML | PDF
Tweedie regression models and its geometric sums for (semi‐)continuous data

Advanced Review
Rahma Abid, Wagner H. Bonat, Célestin C. Kokonendji
Published Online: Jan 03 2020
DOI:10.1002/wics.1496

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
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
Felix Famoye, Carl Lee
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
Yan Cui, Jesse D. Ziebarth
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
Shanshan Cao, Xiaoming Huo
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
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