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Applications of Computational Statistics

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Prediction intervals for Poisson‐based regression models

Advanced Review
Taeho Kim, Benjamin Lieberman, George Luta, Edsel A. Peña
Published Online: Jun 21 2021
DOI:10.1002/wics.1568

Abstract Full article on Wiley Online Library:   HTML | PDF
Challenges and opportunities beyond structured data in analysis of electronic health records

Advanced Review
Fred Godtliebsen, Andrius Budrionis, Elisa Salvi, Hercules Dalianis, Taridzo Chomutare, Phuong Ngo, Maryam Tayefi
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
An introduction to persistent homology for time series

Primer
Nalini Ravishanker, Renjie Chen
Published Online: Feb 04 2021
DOI:10.1002/wics.1548

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
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 17 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
Henry R. Scharf, Frances E. Buderman
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
Benjamin J. Washington, Lynne Seymour
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 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
Thomas Haugland Johansen, Kajsa Møllersen, Samuel Ortega, Himar Fabelo, Aday Garcia, Gustavo M. Callico, Fred Godtliebsen
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
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
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