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Statistical and Graphical Methods of Data Analysis

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Computation of exact probabilities associated with overlapping pattern occurrences

Focus Article
Donald E. K. Martin
Published Online: Jul 05 2019
DOI:10.1002/wics.1477

Abstract Full article on Wiley Online Library:   HTML | PDF
Multiscalar genetic pathway modeling with hybrid Bayesian networks

Focus Article
Jesse D. Ziebarth, Yan Cui
Published Online: Jul 03 2019
DOI:10.1002/wics.1479

Abstract Full article on Wiley Online Library:   HTML | PDF
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
Goodness‐of‐fit testing in sparse contingency tables when the number of variables is large

Advanced Review
Mark Reiser
Published Online: Jun 09 2019
DOI:10.1002/wics.1470

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
Inference on variance components near boundary in linear mixed effect models

Advanced Review
Wataru Sakamoto
Published Online: Apr 25 2019
DOI:10.1002/wics.1466

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian regularization: From Tikhonov to horseshoe

Advanced Review
Nicholas G. Polson, Vadim Sokolov
Published Online: Apr 23 2019
DOI:10.1002/wics.1463

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
On sufficient dimension reduction for functional data: Inverse moment‐based methods

Advanced Review
Jun Song
Published Online: Mar 27 2019
DOI:10.1002/wics.1459

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
The Akaike information criterion: Background, derivation, properties, application, interpretation, and refinements

Focus Article
Joseph E. Cavanaugh, Andrew A. Neath
Published Online: Mar 14 2019
DOI:10.1002/wics.1460

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistical nonparametric mapping: Multivariate permutation tests for location, correlation, and regression problems in neuroimaging

Advanced Review
Nathaniel E. Helwig
Published Online: Jan 22 2019
DOI:10.1002/wics.1457

Abstract Full article on Wiley Online Library:   HTML | PDF
Distance‐based clustering of mixed data

Advanced Review
Michel van de Velden, Alfonso Iodice D'Enza, Angelos Markos
Published Online: Nov 05 2018
DOI:10.1002/wics.1456

Abstract Full article on Wiley Online Library:   HTML | PDF
A selective overview of feature screening methods with applications to neuroimaging data

Advanced Review
Kevin He, Han Xu, Jian Kang
Published Online: Sep 21 2018
DOI:10.1002/wics.1454

Abstract Full article on Wiley Online Library:   HTML | PDF
Computation of the nonparametric maximum likelihood estimate of a univariate log‐concave density

Focus Article
Yong Wang
Published Online: Aug 07 2018
DOI:10.1002/wics.1452

Abstract Full article on Wiley Online Library:   HTML | PDF
Aggregated inference

Advanced Review
Xiaoming Huo, Shanshan Cao
Published Online: Jul 26 2018
DOI:10.1002/wics.1451

Abstract Full article on Wiley Online Library:   HTML | PDF
Time series clustering and classification via frequency domain methods

Focus Article
Scott H. Holan, Nalini Ravishanker
Published Online: Jul 20 2018
DOI:10.1002/wics.1444

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian variable selection using the hyper‐g prior in WinBUGS

Advanced Review
Konstantinos Perrakis, Ioannis Ntzoufras
Published Online: Jul 17 2018
DOI:10.1002/wics.1442

Abstract Full article on Wiley Online Library:   HTML | PDF
Weighted cross validation in model selection

Focus Article
Marianthi Markatou, Georgios Afendras, Claudio Agostinelli
Published Online: Jul 09 2018
DOI:10.1002/wics.1439

Abstract Full article on Wiley Online Library:   HTML | PDF
Spatial modeling with R‐INLA: A review

Advanced Review
Haakon Bakka, Håvard Rue, Geir‐Arne Fuglstad, Andrea Riebler, David Bolin, Janine Illian, Elias Krainski, Daniel Simpson, Finn Lindgren
Published Online: Jul 05 2018
DOI:10.1002/wics.1443

Abstract Full article on Wiley Online Library:   HTML | PDF
Bayesian latent modeling of spatio‐temporal variation in small‐area health data

Overview
Andrew B. Lawson
Published Online: Jun 29 2018
DOI:10.1002/wics.1441

Abstract Full article on Wiley Online Library:   HTML | PDF
Independent component analysis: A statistical perspective

Overview
Klaus Nordhausen, Hannu Oja
Published Online: Jun 27 2018
DOI:10.1002/wics.1440

Abstract Full article on Wiley Online Library:   HTML | PDF
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
A review of multivariate distributions for count data derived from the Poisson distribution

Advanced Review
David I. Inouye, Eunho Yang, Genevera I. Allen, Pradeep Ravikumar
Published Online: Mar 28 2017
DOI:10.1002/wics.1398

Abstract Full article on Wiley Online Library:   HTML | PDF
Simultaneous confidence bands for the mean of functional data

Overview
David Degras
Published Online: Mar 28 2017
DOI:10.1002/wics.1397

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric functional concurrent regression models

Advanced Review
Arnab Maity
Published Online: Feb 10 2017
DOI:10.1002/wics.1394

Abstract Full article on Wiley Online Library:   HTML | PDF
Data representation for time series data mining: time domain approaches

Focus Article
Seunghye J. Wilson
Published Online: Dec 25 2016
DOI:10.1002/wics.1392

Abstract Full article on Wiley Online Library:   HTML | PDF
Applications of subset selection procedures and Bayesian ranking methods in analysis of traffic fatality data

Focus Article
Gary C. McDonald
Published Online: Sep 12 2016
DOI:10.1002/wics.1385

Abstract Full article on Wiley Online Library:   HTML | PDF
On nearest‐neighbor Gaussian process models for massive spatial data

Overview
Abhirup Datta, Sudipto Banerjee, Andrew O. Finley, Alan E. Gelfand
Published Online: Aug 04 2016
DOI:10.1002/wics.1383

Abstract Full article on Wiley Online Library:   HTML | PDF
The top‐K tau‐path screen for monotone association in subpopulations

Overview
Srinath Sampath, Adriano Caloiaro, Wayne Johnson, Joseph S. Verducci
Published Online: Jun 30 2016
DOI:10.1002/wics.1382

Abstract Full article on Wiley Online Library:   HTML | PDF <

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