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Statistical and Graphical Methods of Data Analysis

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Bayesian mixture models for cytometry data analysis

Advanced Review
Lin Lin, Boris P Hejblum
Published Online: Oct 17 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 21 2020
DOI:10.1002/wics.1532

Abstract Full article on Wiley Online Library:   HTML | PDF
Adversarial risk analysis: An overview

Overview
David Ríos Insua, Roi Naveiro, Víctor Gallego, David Banks
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
Stephan F. Huckemann, Benjamin Eltzner
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
Wei‐Ting Lai, Ray‐Bing Chen
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
Tayler A. Blake, Yoonkyung Lee
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
Hamdy Mahmoud, Byung‐Jun Kim, Wenyu Gao, Jiali Lin, Liang Shan, Inyoung Kim
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
Sebastian Kurtek, Karthik Bharath
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
Min‐ge Xie, Rong Chen, Chencheng Cai
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
Xiaodan Fan, Chun Li
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
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
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