Nonparametric Methods

Differential equations in data analysis

Advanced Review
Itai Dattner
Published Online: Nov 30 2020
DOI:10.1002/wics.1534

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

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

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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

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

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

Nonparametric curve estimation and bootstrap bandwidth selection

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

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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

Analysis of ranking data

Advanced Review
Philip L. H. Yu, Jiaqi Gu, Hang Xu
Published Online: Aug 06 2019
DOI:10.1002/wics.1483

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

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

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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

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

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

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

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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

Nonparametric estimation in economics: Bayesian and frequentist approaches

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

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

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

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

Energy distance

Advanced Review
Maria L. Rizzo, Gábor J. Székely
Published Online: Dec 28 2015
DOI:10.1002/wics.1375

Abstract Full article on Wiley Online Library: HTML | PDF

Bayesian co‐clustering

Advanced Review
Carlotta Domeniconi, Kathryn Laskey
Published Online: Jul 06 2015
DOI:10.1002/wics.1359

Abstract Full article on Wiley Online Library: HTML | PDF

Tensor sufficient dimension reduction

Focus Article
Wenxuan Zhong, Xin Xing, Kenneth Suslick
Published Online: Mar 19 2015
DOI:10.1002/wics.1350

Abstract Full article on Wiley Online Library: HTML | PDF

Volatility analysis in high‐frequency financial data

Focus Article
Jian Zou, Yazhen Wang
Published Online: Sep 26 2014
DOI:10.1002/wics.1330

Abstract Full article on Wiley Online Library: HTML | PDF

Variable selection using P‐splines

Advanced Review
Irène Gijbels, Anneleen Verhasselt, Inge Vrinssen
Published Online: Sep 23 2014
DOI:10.1002/wics.1327

Abstract Full article on Wiley Online Library: HTML | PDF

Nonparametric regression with missing data

Focus Article
Sam Efromovich
Published Online: May 20 2014
DOI:10.1002/wics.1303

Abstract Full article on Wiley Online Library: HTML | PDF

Letter to the Editor

Editorial Commentary
Edgar Brunner, Madan L. Puri
Published Online: Oct 29 2013
DOI:10.1002/wics.1280_1

Abstract Full article on Wiley Online Library: HTML | PDF

REPLY

Editorial Commentary
W. J. Conover
Published Online: Oct 29 2013
DOI:10.1002/wics.1280_2

Abstract Full article on Wiley Online Library: HTML | PDF

Bootstraps, permutation tests, and sampling orders of magnitude faster using SAS®

Focus Article
John D. (“J.D.”) Opdyke
Published Online: Jun 24 2013
DOI:10.1002/wics.1266

Abstract Full article on Wiley Online Library: HTML | PDF

Methods for generating families of univariate continuous distributions in the recent decades

Overview
Carl Lee, Felix Famoye, Ayman Y. Alzaatreh
Published Online: Apr 09 2013
DOI:10.1002/wics.1255

Abstract Full article on Wiley Online Library: HTML | PDF

Heavy‐tailed densities

Focus Article
Javier Rojo
Published Online: Dec 26 2012
DOI:10.1002/wics.1236

Abstract Full article on Wiley Online Library: HTML | PDF

The rank transformation—an easy and intuitive way to connect many nonparametric methods to their parametric counterparts for seamless teaching introductory statistics courses

Focus Article
W. Jay Conover
Published Online: May 18 2012
DOI:10.1002/wics.1216

Abstract Full article on Wiley Online Library: HTML | PDF

Bin smoother

Focus Article
Jussi Klemelä
Published Online: May 11 2012
DOI:10.1002/wics.1214

Abstract Full article on Wiley Online Library: HTML | PDF

Kinetic analysis of dynamic positron emission tomography data using open‐source image processing and statistical inference tools

Focus Article
David Hawe, Francisco R. Hernández Fernández, Liam O'Suilleabháin, Jian Huang, Eric Wolsztynski, Finbarr O'Sullivan
Published Online: Feb 10 2012
DOI:10.1002/wics.1196

Abstract Full article on Wiley Online Library: HTML | PDF

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