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Statistical and Graphical Methods of Data Analysis

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Kalman filtering and sequential Bayesian analysis

Advanced Review
Refik Soyer
Published Online: Jun 13 2018
DOI:10.1002/wics.1438

Abstract Full article on Wiley Online Library:   HTML | PDF
Accelerating MCMC algorithms

Overview
Christian P. Robert, Víctor Elvira, Nick Tawn, Changye Wu
Published Online: Jun 13 2018
DOI:10.1002/wics.1435

Abstract Full article on Wiley Online Library:   HTML | PDF
Level set tree methods

Advanced Review
Jussi Klemelä
Published Online: May 31 2018
DOI:10.1002/wics.1436

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
Modal regression using kernel density estimation: A review

Advanced Review
Yen‐Chi Chen
Published Online: Feb 14 2018
DOI:10.1002/wics.1431

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
Inverse problems: From regularization to Bayesian inference

Overview
D. Calvetti, E. Somersalo
Published Online: Jan 31 2018
DOI:10.1002/wics.1427

Abstract Full article on Wiley Online Library:   HTML | PDF
Gini autocovariance function used for time series with heavy‐tail distributions

Focus Article
Marcel D. Carcea
Published Online: Jan 21 2018
DOI:10.1002/wics.1428

Abstract Full article on Wiley Online Library:   HTML | PDF
CLOUD computing risk management for server‐farm repair rates, consumer load cycle, server‐farm repair crew count, and additional servers

Advanced Review
Mehmet Sahinoglu
Published Online: Jan 10 2018
DOI:10.1002/wics.1424

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
Computational methods for birth‐death processes

Advanced Review
Forrest W. Crawford, Lam Si Tung Ho, Marc A. Suchard
Published Online: Jan 02 2018
DOI:10.1002/wics.1423

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
Sieve maximum likelihood estimation in generalized linear models with an unknown link function

Advanced Review
Mengdie Yuan, Guoqing Diao
Published Online: Dec 22 2017
DOI:10.1002/wics.1425

Abstract Full article on Wiley Online Library:   HTML | PDF
Modern and classical k ‐sample omnibus tests

Focus Article
Su Chen, Michael Pokojovy
Published Online: Oct 10 2017
DOI:10.1002/wics.1418

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
Hypothesis tests with precedence probabilities and precedence‐type tests

Overview
Rajarshi Dey
Published Online: Sep 28 2017
DOI:10.1002/wics.1417

Abstract Full article on Wiley Online Library:   HTML | PDF
Recent advances in scaling‐down sampling methods in machine learning

Overview
Amr ElRafey, Janusz Wojtusiak
Published Online: Sep 08 2017
DOI:10.1002/wics.1414

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric estimation in economics: Bayesian and frequentist approaches

Focus Article
Joshua C. C. Chan, Daniel J. Henderson, Christopher F. Parmeter, Justin L. Tobias
Published Online: Aug 14 2017
DOI:10.1002/wics.1406

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
Variable selection in the presence of missing data: imputation‐based methods

Advanced Review
Yize Zhao, Qi Long
Published Online: May 24 2017
DOI:10.1002/wics.1402

Abstract Full article on Wiley Online Library:   HTML | PDF
A review on the generalization of sufficient dimension reduction methods with the additional information

Focus Article
Hung Hung, Henry Horng‐Shing Lu
Published Online: May 24 2017
DOI:10.1002/wics.1401

Abstract Full article on Wiley Online Library:   HTML | PDF
Constrained Kaplan–Meier curve and empirical likelihood

Advanced Review
Mai Zhou, Yifan Yang
Published Online: May 03 2017
DOI:10.1002/wics.1400

Abstract Full article on Wiley Online Library:   HTML | PDF
Unit root tests

Advanced Review
Edward Herranz
Published Online: Apr 04 2017
DOI:10.1002/wics.1396

Abstract Full article on Wiley Online Library:   HTML | PDF
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