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Copulae: An overview and recent developments

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Why BDeu? Regular Bayesian network structure learning with discrete and continuous variables

Advanced Review
Joe Suzuki
Published Online: Mar 01 2021
DOI:10.1002/wics.1554

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
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
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
Detecting clusters in multivariate response regression

Focus Article
Bradley S. Price, Corban Allenbrand, Ben Sherwood
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
Seunghan Lee, Taeyoung Park
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
Philippe Vieu, Nengxiang Ling
Published Online: Nov 18 2020
DOI:10.1002/wics.1538

Abstract Full article on Wiley Online Library:   HTML | PDF
A convergence diagnostic for Bayesian clustering

Focus Article
Martin Lysy, Masoud Asgharian, Vahid Partovi Nia
Published Online: Nov 11 2020
DOI:10.1002/wics.1536

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian mixture models for cytometry data analysis

Advanced Review
Boris P Hejblum, Lin Lin
Published Online: Oct 17 2020
DOI:10.1002/wics.1535

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
Nelson Christensen, Patricio Maturana‐Russel, Matthew C. Edwards, Renate Meyer
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
Moritz Berger, Matthias Schmid
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
Anita Christaline Johnvictor, Vaishali Durgamahanthi, Ramya Meghana Pariti Venkata, Nishtha Jethi
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
Robust linear regression for high‐dimensional data: An overview

Advanced Review
Klaus Nordhausen, Peter Filzmoser
Published Online: Jul 08 2020
DOI:10.1002/wics.1524

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

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