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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
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
Challenges and opportunities beyond structured data in analysis of electronic health records

Advanced Review
Maryam Tayefi, Phuong Ngo, Taridzo Chomutare, Hercules Dalianis, Elisa Salvi, Andrius Budrionis, Fred Godtliebsen
Published Online: Feb 14 2021
DOI:10.1002/wics.1549

Abstract Full article on Wiley Online Library:   HTML | PDF
Integrative clustering methods for multi‐omics data

Advanced Review
Xiaoyu Zhang, Zhenwei Zhou, Hanfei Xu, Ching‐Ti Liu
Published Online: Feb 08 2021
DOI:10.1002/wics.1553

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

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Detecting clusters in multivariate response regression

Focus Article
Ben Sherwood, Corban Allenbrand, Bradley S. Price
Published Online: Feb 04 2021
DOI:10.1002/wics.1551

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
Improving the Gibbs sampler

Focus Article
Taeyoung Park, Seunghan Lee
Published Online: Jan 08 2021
DOI:10.1002/wics.1546

Abstract Full article on Wiley Online Library:   HTML | PDF
Item response theory and its applications in educational measurement Part II: Theory and practices of test equating in item response theory

Overview
Kazuki Hori, Hirotaka Fukuhara, Tsuyoshi Yamada
Published Online: Dec 21 2020
DOI:10.1002/wics.1543

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 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
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
Modern Monte Carlo methods for efficient uncertainty quantification and propagation: A survey

Focus Article
Jiaxin Zhang
Published Online: Dec 03 2020
DOI:10.1002/wics.1539

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
Jennifer L. Wadsworth, Raphaël Huser
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
Item response theory and its applications in educational measurement Part I: Item response theory and its implementation in R

Overview
Kazuki Hori, Hirotaka Fukuhara, Tsuyoshi Yamada
Published Online: Oct 13 2020
DOI:10.1002/wics.1531

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
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

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
Critical review of bio‐inspired optimization techniques

Focus Article
Nishtha Jethi, Ramya Meghana Pariti Venkata, Vaishali Durgamahanthi, Anita Christaline Johnvictor
Published Online: Aug 27 2020
DOI:10.1002/wics.1528

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
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

Abstract Full article on Wiley Online Library:   HTML | PDF

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