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Applications of Computational Statistics

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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
Sebastian Kurtek, Karthik Bharath
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
Pratyaydipta Rudra, Efrén Cruz‐Cortés, Xuhong Zhang, Debashis Ghosh
Published Online: Dec 16 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
Yan Cui, Jesse D. Ziebarth
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
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
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, Michael Salter‐Townshend, Tamsin Edwards, Caitlin E. Buck, Andrew C. Parnell
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
Michael C. Wu, Donglin Zeng, Thomas G. Stewart
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
Sallie Keller, Stephanie Shipp, Gizem Korkmaz, Emily Molfino, Joshua Goldstein, Vicki Lancaster, Bianica Pires, David Higdon, Daniel Chen, Aaron Schroeder
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
Marc A. Suchard, Lam Si Tung Ho, Forrest W. Crawford
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
Guoqing Diao, Mengdie Yuan
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
Markku O. Kuismin, Mikko J. Sillanpää
Published Online: Sep 28 2017
DOI:10.1002/wics.1415

Abstract Full article on Wiley Online Library:   HTML | PDF
Analytical similarity assessment

Advanced Review
Shein‐Chung Chow, Fuyu Song
Published Online: Aug 07 2017
DOI:10.1002/wics.1407

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistical analysis of financial data with many zeros

Focus Article
Kai‐Sheng Song, Robert Kieschnick
Published Online: Jun 19 2017
DOI:10.1002/wics.1399

Abstract Full article on Wiley Online Library:   HTML | PDF
A review on the generalization of sufficient dimension reduction methods with the additional information

Focus Article
Hung Hung, Henry Horng‐Shing Lu
Published Online: May 24 2017
DOI:10.1002/wics.1401

Abstract Full article on Wiley Online Library:   HTML | PDF
Unit root tests

Advanced Review
Edward Herranz
Published Online: Apr 04 2017
DOI:10.1002/wics.1396

Abstract Full article on Wiley Online Library:   HTML | PDF
The limits of multiplexing

Focus Article
Dan Shen, D. P. Dittmer, J. S. Marron
Published Online: Aug 18 2015
DOI:10.1002/wics.1364

Abstract Full article on Wiley Online Library:   HTML | PDF
At the interface of computational linguistics and statistics

Overview
Angel Martinez, Wendy Martinez
Published Online: May 14 2015
DOI:10.1002/wics.1353

Abstract Full article on Wiley Online Library:   HTML | PDF
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