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Multivariate Analysis

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Soft clustering

Advanced Review
Maria Brigida Ferraro, Paolo Giordani
Published Online: Jun 17 2019
DOI:10.1002/wics.1480

Abstract Full article on Wiley Online Library:   HTML | PDF
Matrix completion from a computational statistics perspective

Advanced Review
Eric C. Chi, Tianxi Li
Published Online: Jun 09 2019
DOI:10.1002/wics.1469

Abstract Full article on Wiley Online Library:   HTML | PDF
High‐dimensional covariance estimation for Gaussian directed acyclic graph models with given order

Focus Article
Jerome Taylor, Kshitij Khare
Published Online: May 22 2019
DOI:10.1002/wics.1468

Abstract Full article on Wiley Online Library:   HTML | PDF
Insurance risk assessment in the face of climate change: Integrating data science and statistics

Advanced Review
Vyacheslav Lyubchich, Nathaniel K. Newlands, Azar Ghahari, Tahir Mahdi, Yulia R. Gel
Published Online: Apr 17 2019
DOI:10.1002/wics.1462

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiple and multiway correspondence analysis

Advanced Review
Eric J. Beh, Rosaria Lombardo
Published Online: Apr 08 2019
DOI:10.1002/wics.1464

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric density estimation for high‐dimensional data—Algorithms and applications

Advanced Review
Zhipeng Wang, David W. Scott
Published Online: Apr 02 2019
DOI:10.1002/wics.1461

Abstract Full article on Wiley Online Library:   HTML | PDF
Factor analysis: Latent variable, matrix decomposition, and constrained uniqueness formulations

Advanced Review
Kohei Adachi
Published Online: Mar 19 2019
DOI:10.1002/wics.1458

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of quadratic discriminant analysis for high‐dimensional data

Overview
Yingli Qin
Published Online: May 17 2018
DOI:10.1002/wics.1434

Abstract Full article on Wiley Online Library:   HTML | PDF
In defense of Pratt's variable importance axioms: A response to Gromping

Focus Article
D. Roland Thomas, Ernest Kwan, Bruno D. Zumbo
Published Online: Mar 25 2018
DOI:10.1002/wics.1433

Abstract Full article on Wiley Online Library:   HTML | PDF
Estimation and testing for separable variance–covariance structures

Overview
Pierre Dutilleul
Published Online: Mar 24 2018
DOI:10.1002/wics.1432

Abstract Full article on Wiley Online Library:   HTML | PDF
Permutation methods. Part II

Overview
Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke, Lindsay A. Johnston
Published Online: Feb 08 2018
DOI:10.1002/wics.1429

Abstract Full article on Wiley Online Library:   HTML | PDF
Kernel‐based measures of association

Overview
Ying Liu, Victor de la Pena, Tian Zheng
Published Online: Jan 04 2018
DOI:10.1002/wics.1422

Abstract Full article on Wiley Online Library:   HTML | PDF
Minimum covariance determinant and extensions

Advanced Review
Mia Hubert, Michiel Debruyne, Peter J. Rousseeuw
Published Online: Dec 22 2017
DOI:10.1002/wics.1421

Abstract Full article on Wiley Online Library:   HTML | PDF
Estimation of covariance and precision matrix, network structure, and a view toward systems biology

Overview
Markku O. Kuismin, Mikko J. Sillanpää
Published Online: Sep 28 2017
DOI:10.1002/wics.1415

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistical analysis of financial data with many zeros

Focus Article
Kai‐Sheng Song, Robert Kieschnick
Published Online: Jun 19 2017
DOI:10.1002/wics.1399

Abstract Full article on Wiley Online Library:   HTML | PDF
A review of multivariate