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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
Sampling James R. Thompson's inspired nonparametric portfolio approaches

Focus Article
John A. Dobelman
Published Online: Dec 22 2020
DOI:10.1002/wics.1542

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

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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 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
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
Bailey Premeaux, Kimberly F. Sellers
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
Data analysis on nonstandard spaces

Advanced Review
Stephan F. Huckemann, Benjamin Eltzner
Published Online: Sep 08 2020
DOI:10.1002/wics.1526

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
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
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
Aggregating predictions from experts: A review of statistical methods, experiments, and applications

Advanced Review
Nicholas G. Reich, Graham C. Gibson, Nutcha Wattanachit, Thomas McAndrew
Published Online: Jun 16 2020
DOI:10.1002/wics.1514

Abstract Full article on Wiley Online Library:   HTML | PDF
Parallel computing with R: A brief review

Advanced Review
Dirk Eddelbuettel
Published Online: Jun 15 2020
DOI:10.1002/wics.1515

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
30 Years of space–time covariance functions

Advanced Review
Douglas Nychka, Reinhard Furrer, Emilio Porcu
Published Online: May 20 2020
DOI:10.1002/wics.1512

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
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

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