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Volatility and dynamic dependence modeling: Review, applications, and financial risk management

Advanced Review
Mike K. P. So, Amanda M. Y. Chu, Cliff C. Y. Lo, Chun Yin Ip
Published Online: Jun 22 2021
DOI:10.1002/wics.1567

Abstract Full article on Wiley Online Library:   HTML | PDF
Prediction intervals for Poisson‐based regression models

Advanced Review
Taeho Kim, Benjamin Lieberman, George Luta, Edsel A. Peña
Published Online: Jun 21 2021
DOI:10.1002/wics.1568

Abstract Full article on Wiley Online Library:   HTML | PDF
SAREV: A review on statistical analytics of single‐cell RNA sequencing data

Advanced Review
Dorothy Ellis, Dongyuan Wu, Susmita Datta
Published Online: May 20 2021
DOI:10.1002/wics.1558

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian modeling of multivariate time series of counts

Advanced Review
Refik Soyer, Di Zhang
Published Online: May 15 2021
DOI:10.1002/wics.1559

Abstract Full article on Wiley Online Library:   HTML | PDF
Sample and realized minimum variance portfolios: Estimation, statistical inference, and tests

Advanced Review
Vasyl Golosnoy, Bastian Gribisch, Miriam Isabel Seifert
Published Online: May 04 2021
DOI:10.1002/wics.1556

Abstract Full article on Wiley Online Library:   HTML | PDF
Copulae: An overview and recent developments

Advanced Review
Joshua Größer, Ostap Okhrin
Published Online: Apr 03 2021
DOI:10.1002/wics.1557

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of second‐order blind identification methods

Overview
Klaus Nordhausen, Sara Taskinen, Markus Matilainen, Yan Pan
Published Online: Feb 08 2021
DOI:10.1002/wics.1550

Abstract Full article on Wiley Online Library:   HTML | PDF
Ordinal regression: A review and a taxonomy of models

Advanced Review
Gerhard Tutz
Published Online: Jan 12 2021
DOI:10.1002/wics.1545

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
Genome‐wide prediction of chromatin accessibility based on gene expression

Focus Article
Weiqiang Zhou, Hongkai Ji
Published Online: Dec 18 2020
DOI:10.1002/wics.1544

Abstract Full article on Wiley Online Library:   HTML | PDF
Zero‐inflated modeling part I: Traditional zero‐inflated count regression models, their applications, and computational tools

Advanced Review
Derek S. Young, Eric S. Roemmele, Peng Yeh
Published Online: Dec 15 2020
DOI:10.1002/wics.1541

Abstract Full article on Wiley Online Library:   HTML | PDF
Differential equations in data analysis

Advanced Review
Itai Dattner
Published Online: Dec 01 2020
DOI:10.1002/wics.1534

Abstract Full article on Wiley Online Library:   HTML | PDF
On semiparametric regression in functional data analysis

Advanced Review
Nengxiang Ling, Philippe Vieu
Published Online: Nov 18 2020
DOI:10.1002/wics.1538

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational techniques for parameter estimation of gravitational wave signals

Advanced Review
Renate Meyer, Matthew C. Edwards, Patricio Maturana‐Russel, Nelson Christensen
Published Online: Sep 20 2020
DOI:10.1002/wics.1532

Abstract Full article on Wiley Online Library:   HTML | PDF
Conway–Maxwell–Poisson regression models for dispersed count data

Overview
Kimberly F. Sellers, Bailey Premeaux
Published Online: Sep 13 2020
DOI:10.1002/wics.1533

Abstract Full article on Wiley Online Library:   HTML | PDF
Competing risks analysis for discrete time‐to‐event data

Advanced Review
Matthias Schmid, Moritz Berger
Published Online: Sep 08 2020
DOI:10.1002/wics.1529

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of h‐likelihood and hierarchical generalized linear model

Advanced Review
Youngjo Lee, Shaobo Jin
Published Online: Aug 25 2020
DOI:10.1002/wics.1527

Abstract Full article on Wiley Online Library:   HTML | PDF
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 28 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
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
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
Usha S. Govindarajulu, Ralph B. D'Agostino
Published Online: Mar 17 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 17 2020
DOI:10.1002/wics.1509

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

Overview
Henry R. Scharf, Frances E. Buderman
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
Kyle Caudle, Patrick S. Fleming, Randy C. Hoover
Published Online: Feb 21 2020
DOI:10.1002/wics.1505

Abstract Full article on Wiley Online Library:   HTML | PDF
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