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Statistical and Graphical Methods of Data Analysis

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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
Douglas Nychka, Reinhard Furrer, 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
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

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
Stationary count time series models

Overview
Christian H. Weiß
Published Online: Feb 14 2020
DOI:10.1002/wics.1502

Abstract Full article on Wiley Online Library:   HTML | PDF
Model exploration using conditional visualization

Overview
Catherine B. Hurley
Published Online: Feb 07 2020
DOI:10.1002/wics.1503

Abstract Full article on Wiley Online Library:   HTML | PDF
Random projections: Data perturbation for classification problems

Advanced Review
Timothy I. Cannings
Published Online: Feb 05 2020
DOI:10.1002/wics.1499

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
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

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
Individualized inference through fusion learning

Advanced Review
Chencheng Cai, Rong Chen, Min‐ge Xie
Published Online: Jan 13 2020
DOI:10.1002/wics.1498

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
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

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
On nonparametric conditional independence tests for continuous variables

Advanced Review
Chun Li, Xiaodan Fan
Published Online: Dec 26 2019
DOI:10.1002/wics.1489

Abstract Full article on Wiley Online Library:   HTML | PDF
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

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust nonparametric regression: A review

Advanced Review
Pavel Čížek, Serhan Sadıkoğlu
Published Online: Dec 12 2019
DOI:10.1002/wics.1492

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of approximate Bayesian computation methods via density estimation: Inference for simulator‐models

Overview
Clara Grazian, Yanan Fan
Published Online: Oct 29 2019
DOI:10.1002/wics.1486

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric curve estimation and bootstrap bandwidth selection

Advanced Review
Inés Barbeito, Ricardo Cao
Published Online: Oct 27 2019
DOI:10.1002/wics.1488

Abstract Full article on Wiley Online Library:   HTML | PDF
High‐dimensional covariance matrix estimation

Advanced Review
Clifford Lam
Published Online: Oct 23 2019
DOI:10.1002/wics.1485

Abstract Full article on Wiley Online Library:   HTML | PDF
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