Random projections: Data perturbation for classification problems
Advanced Review
Timothy I. Cannings
Published Online: Feb 05 2020
DOI:10.1002/wics.1499
Statistical and Graphical Methods of Data Analysis
Copulae: An overview and recent developments
Advanced Review
Ostap Okhrin, Joshua Größer
Published Online: Apr 03 2021
DOI:10.1002/wics.1557
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
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
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
Improving the Gibbs sampler
Focus Article
Seunghan Lee, Taeyoung Park
Published Online: Jan 08 2021
DOI:10.1002/wics.1546
Sampling James R. Thompson's inspired nonparametric portfolio approaches
Focus Article
John A. Dobelman
Published Online: Dec 22 2020
DOI:10.1002/wics.1542
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
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
Differential equations in data analysis
Advanced Review
Itai Dattner
Published Online: Dec 01 2020
DOI:10.1002/wics.1534
Bayesian mixture models for cytometry data analysis
Advanced Review
Boris P Hejblum, Lin Lin
Published Online: Oct 17 2020
DOI:10.1002/wics.1535
Computational techniques for parameter estimation of gravitational wave signals
Advanced Review
Nelson Christensen, Patricio Maturana‐Russel, Matthew C. Edwards, Renate Meyer
Published Online: Sep 20 2020
DOI:10.1002/wics.1532
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
Data analysis on nonstandard spaces
Advanced Review
Stephan F. Huckemann, Benjamin Eltzner
Published Online: Sep 08 2020
DOI:10.1002/wics.1526
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
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
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
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
Advance of the sufficient dimension reduction
Advanced Review
Weiqiang Hang, Yingcun Xia
Published Online: Jun 03 2020
DOI:10.1002/wics.1516
30 Years of space–time covariance functions
Advanced Review
Emilio Porcu, Reinhard Furrer, Douglas Nychka
Published Online: May 20 2020
DOI:10.1002/wics.1512
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
Nonparametric covariance estimation with shrinkage toward stationary models
Focus Article
Yoonkyung Lee, Tayler A. Blake
Published Online: Mar 20 2020
DOI:10.1002/wics.1507
A review of flow field forecasting: A high‐dimensional forecasting procedure
Advanced Review
Kyle Caudle, Patrick S. Fleming, Randy C. Hoover
Published Online: Feb 21 2020
DOI:10.1002/wics.1505
Stationary count time series models
Overview
Christian H. Weiß
Published Online: Feb 13 2020
DOI:10.1002/wics.1502
Model exploration using conditional visualization
Overview
Catherine B. Hurley
Published Online: Feb 07 2020
DOI:10.1002/wics.1503