Robust nonparametric regression: A review
Advanced Review
Pavel Čížek, Serhan Sadıkoğlu
Published Online: Dec 12 2019
DOI:10.1002/wics.1492
Statistical and Graphical Methods of Data Analysis
Computational techniques for parameter estimation of gravitational wave signals
Advanced Review
Renate Meyer, Matthew C. Edwards, Patricio Maturana‐Russel, Nelson Christensen
Published Online: Sep 21 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
Peter Filzmoser, Klaus Nordhausen
Published Online: Jul 08 2020
DOI:10.1002/wics.1524
A review of Bayesian group selection approaches for linear regression models
Advanced Review
Wei‐Ting Lai, Ray‐Bing Chen
Published Online: Jun 29 2020
DOI:10.1002/wics.1513
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
Advance of the sufficient dimension reduction
Advanced Review
Yingcun Xia, Weiqiang Hang
Published Online: Jun 03 2020
DOI:10.1002/wics.1516
30 Years of space–time covariance functions
Advanced Review
Douglas Nychka, Reinhard Furrer, Emilio Porcu
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
Randy C. Hoover, Patrick S. Fleming, Kyle Caudle
Published Online: Feb 21 2020
DOI:10.1002/wics.1505
Stationary count time series models
Overview
Christian H. Weiß
Published Online: Feb 14 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
Random projections: Data perturbation for classification problems
Advanced Review
Timothy I. Cannings
Published Online: Feb 05 2020
DOI:10.1002/wics.1499
Multiple and multilevel graphical models
Overview
Inyoung Kim, Liang Shan, Jiali Lin, Wenyu Gao, Byung‐Jun Kim, Hamdy Mahmoud
Published Online: Feb 03 2020
DOI:10.1002/wics.1497
Analyzing Markov chain Monte Carlo output
Overview
Dootika Vats, Nathan Robertson, James M. Flegal, Galin L. Jones
Published Online: Jan 28 2020
DOI:10.1002/wics.1501
Analysis of shape data: From landmarks to elastic curves
Overview
Karthik Bharath, Sebastian Kurtek
Published Online: Jan 17 2020
DOI:10.1002/wics.1495
Individualized inference through fusion learning
Advanced Review
Chencheng Cai, Rong Chen, Min‐ge Xie
Published Online: Jan 13 2020
DOI:10.1002/wics.1498
Nonparametric volatility prediction
Focus Article
Jussi Klemelä
Published Online: Jan 07 2020
DOI:10.1002/wics.1491
Filtering‐based approaches for functional data classification
Advanced Review
Ci‐Ren Jiang, Lu‐Hung Chen
Published Online: Jan 06 2020
DOI:10.1002/wics.1490
Tweedie regression models and its geometric sums for (semi‐)continuous data
Advanced Review
Rahma Abid, Wagner H. Bonat, Célestin C. Kokonendji
Published Online: Jan 03 2020
DOI:10.1002/wics.1496
On nonparametric conditional independence tests for continuous variables
Advanced Review
Chun Li, Xiaodan Fan
Published Online: Dec 26 2019
DOI:10.1002/wics.1489
Multiple testing approaches for hypotheses in integrative genomics
Advanced Review
Debashis Ghosh, Xuhong Zhang, Efrén Cruz‐Cortés, Pratyaydipta Rudra
Published Online: Dec 16 2019
DOI:10.1002/wics.1493