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Statistical and Graphical Methods of Data Analysis

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Regression with linked datasets subject to linkage error

Focus Article
Zhenbang Wang, Emanuel Ben‐David, Guoqing Diao, Martin Slawski
Published Online: Sep 09 2021
DOI:10.1002/wics.1570

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational aspects of stable distributions

Advanced Review
John P. Nolan
Published Online: Jul 23 2021
DOI:10.1002/wics.1569

Abstract Full article on Wiley Online Library:   HTML | PDF
SAREV: A review on statistical analytics of single‐cell RNA sequencing data

Advanced Review
Susmita Datta, Dongyuan Wu, Dorothy Ellis
Published Online: May 20 2021
DOI:10.1002/wics.1558

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian modeling of multivariate time series of counts

Advanced Review
Di Zhang, Refik Soyer
Published Online: May 15 2021
DOI:10.1002/wics.1559

Abstract Full article on Wiley Online Library:   HTML | PDF
Sample and realized minimum variance portfolios: Estimation, statistical inference, and tests

Advanced Review
Miriam Isabel Seifert, Bastian Gribisch, Vasyl Golosnoy
Published Online: May 04 2021
DOI:10.1002/wics.1556

Abstract Full article on Wiley Online Library:   HTML | PDF
Copulae: An overview and recent developments

Advanced Review
Joshua Größer, Ostap Okhrin
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
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
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
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
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
Zero‐inflated modeling part II: Zero‐inflated models for complex data structures

Advanced Review
Xuan Shi, Eric S. Roemmele, Derek S. Young
Published Online: Dec 18 2020
DOI:10.1002/wics.1540

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 02 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: Nov 30 2020
DOI:10.1002/wics.1534

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

Advanced Review
Lin Lin, Boris P Hejblum
Published Online: Oct 16 2020
DOI:10.1002/wics.1535

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
Data analysis on nonstandard spaces

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

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
Peter Filzmoser, Klaus Nordhausen
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
Thomas McAndrew, Nutcha Wattanachit, Graham C. Gibson, Nicholas G. Reich
Published Online: Jun 16 2020
DOI:10.1002/wics.1514

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

Abstract Full article on Wiley Online Library:   HTML | PDF
Adversarial machine learning for cybersecurity and computer vision: Current developments and challenges

Advanced Review
Bowei Xi
Published Online: Apr 21 2020
DOI:10.1002/wics.1511

Abstract Full article on Wiley Online Library:   HTML | PDF
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