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Applications of Computational Statistics

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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
Tsuyoshi Yamada, Hirotaka Fukuhara, Kazuki Hori
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
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
Animal movement models for multiple individuals

Overview
Frances E. Buderman, Henry R. Scharf
Published Online: Mar 09 2020
DOI:10.1002/wics.1506

Abstract Full article on Wiley Online Library:   HTML | PDF
Analysis of shape data: From landmarks to elastic curves

Overview
Karthik Bharath, Sebastian Kurtek
Published Online: Jan 17 2020
DOI:10.1002/wics.1495

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric volatility prediction

Focus Article
Jussi Klemelä
Published Online: Jan 07 2020
DOI:10.1002/wics.1491

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

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiple testing approaches for hypotheses in integrative genomics

Advanced Review
Debashis Ghosh, Xuhong Zhang, Efrén Cruz‐Cortés, Pratyaydipta Rudra
Published Online: Dec 15 2019
DOI:10.1002/wics.1493

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiscalar genetic pathway modeling with hybrid Bayesian networks

Focus Article
Jesse D. Ziebarth, Yan Cui
Published Online: Jul 03 2019
DOI:10.1002/wics.1479

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistical analysis of fMRI using wavelets: Big Data, denoising, large‐p‐small‐n matrices

Overview
Sam Efromovich
Published Online: May 17 2019
DOI:10.1002/wics.1467

Abstract Full article on Wiley Online Library:   HTML | PDF
Recent advances in hyperspectral imaging for melanoma detection

Advanced Review
Fred Godtliebsen, Gustavo M. Callico, Aday Garcia, Himar Fabelo, Samuel Ortega, Kajsa Møllersen, Thomas Haugland Johansen
Published Online: Apr 22 2019
DOI:10.1002/wics.1465

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

Abstract Full article on Wiley Online Library:   HTML | PDF
A selective overview of feature screening methods with applications to neuroimaging data

Advanced Review
Jian Kang, Han Xu, Kevin He
Published Online: Sep 21 2018
DOI:10.1002/wics.1454

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian latent modeling of spatio‐temporal variation in small‐area health data

Overview
Andrew B. Lawson
Published Online: Jun 29 2018
DOI:10.1002/wics.1441

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistical challenges in estimating past climate changes

Overview
James Sweeney, Andrew C. Parnell, Caitlin E. Buck, Tamsin Edwards, Michael Salter‐Townshend
Published Online: Jun 20 2018
DOI:10.1002/wics.1437

Abstract Full article on Wiley Online Library:   HTML | PDF
Kalman filtering and sequential Bayesian analysis

Advanced Review
Refik Soyer
Published Online: Jun 13 2018
DOI:10.1002/wics.1438

Abstract Full article on Wiley Online Library:   HTML | PDF
Constructing support vector machines with missing data

Focus Article
Thomas G. Stewart, Donglin Zeng, Michael C. Wu
Published Online: Mar 25 2018
DOI:10.1002/wics.1430

Abstract Full article on Wiley Online Library:   HTML | PDF
Inverse problems: From regularization to Bayesian inference

Overview
D. Calvetti, E. Somersalo
Published Online: Jan 31 2018
DOI:10.1002/wics.1427

Abstract Full article on Wiley Online Library:   HTML | PDF
Harnessing the power of data to support community‐based research

Focus Article
Aaron Schroeder, Daniel Chen, David Higdon, Bianica Pires, Vicki Lancaster, Joshua Goldstein, Emily Molfino, Gizem Korkmaz, Stephanie Shipp, Sallie Keller
Published Online: Jan 17 2018
DOI:10.1002/wics.1426

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational methods for birth‐death processes

Advanced Review
Forrest W. Crawford, Lam Si Tung Ho, Marc A. Suchard
Published Online: Jan 02 2018
DOI:10.1002/wics.1423

Abstract Full article on Wiley Online Library:   HTML | PDF
Sieve maximum likelihood estimation in generalized linear models with an unknown link function

Advanced Review
Mengdie Yuan, Guoqing Diao
Published Online: Dec 22 2017
DOI:10.1002/wics.1425

Abstract Full article on Wiley Online Library:   HTML | PDF
Estimation of covariance and precision matrix, network structure, and a view toward systems biology

Overview
Mikko J. Sillanpää, Markku O. Kuismin
Published Online: Sep 28 2017
DOI:10.1002/wics.1415

Abstract Full article on Wiley Online Library:   HTML | PDF
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