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Data: Types and Structure

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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
Community detection in complex networks: From statistical foundations to data science applications

Overview
Asim K. Dey, Yahui Tian, Yulia R. Gel
Published Online: Jun 04 2021
DOI:10.1002/wics.1566

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
An introduction to persistent homology for time series

Primer
Nalini Ravishanker, Renjie Chen
Published Online: Feb 04 2021
DOI:10.1002/wics.1548

Abstract Full article on Wiley Online Library:   HTML | PDF
From object detection to text detection and recognition: A brief evolution history of optical character recognition

Advanced Review
Haifeng Wang, Changzai Pan, Xiao Guo, Chunlin Ji, Ke Deng
Published Online: Jan 26 2021
DOI:10.1002/wics.1547

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
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
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
Advances in statistical modeling of spatial extremes

Advanced Review
Raphaël Huser, Jennifer L. Wadsworth
Published Online: Nov 20 2020
DOI:10.1002/wics.1537

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
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
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
Clustering of multivariate geostatistical data

Focus Article
Francky Fouedjio
Published Online: Mar 26 2020
DOI:10.1002/wics.1510

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric covariance estimation with shrinkage toward stationary models

Focus Article
Tayler A. Blake, Yoonkyung Lee
Published Online: Mar 20 2020
DOI:10.1002/wics.1507

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
Stationary count time series models

Overview
Christian H. Weiß
Published Online: Feb 13 2020
DOI:10.1002/wics.1502

Abstract Full article on Wiley Online Library:   HTML | PDF
Individualized inference through fusion learning

Advanced Review
Chencheng Cai, Rong Chen, Min‐ge Xie
Published Online: Jan 13 2020
DOI:10.1002/wics.1498

Abstract Full article on Wiley Online Library:   HTML | PDF
Particularities and commonalities of singular spectrum analysis as a method of time series analysis and signal processing

Advanced Review
Nina Golyandina
Published Online: Jan 09 2020
DOI:10.1002/wics.1487

Abstract Full article on Wiley Online Library:   HTML | PDF
An adapted vector autoregressive expectation maximization imputation algorithm for climate data networks

Advanced Review
Benjamin J. Washington, Lynne Seymour
Published Online: Dec 25 2019
DOI:10.1002/wics.1494

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
Computation of exact probabilities associated with overlapping pattern occurrences

Focus Article
Donald E. K. Martin
Published Online: Jul 05 2019
DOI:10.1002/wics.1477

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
Insurance risk assessment in the face of climate change: Integrating data science and statistics

Advanced Review
Vyacheslav Lyubchich, Nathaniel K. Newlands, Azar Ghahari, Tahir Mahdi, Yulia R. Gel
Published Online: Apr 17 2019
DOI:10.1002/wics.1462

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiple and multiway correspondence analysis

Advanced Review
Rosaria Lombardo, Eric J. Beh
Published Online: Apr 08 2019
DOI:10.1002/wics.1464

Abstract Full article on Wiley Online Library:   HTML | PDF
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