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Nonparametric Methods

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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

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
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
Lindsay A. Johnston, Paul W. Mielke, Janis E. Johnston, Kenneth J. Berry
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
Guoqing Diao, Mengdie Yuan
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
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
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
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
Yazhen Wang, Jian Zou
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
The jackknife: a resampling method with connections to the bootstrap

Focus Article
Michael R. Chernick
Published Online: Dec 08 2011
DOI:10.1002/wics.202

Abstract Full article on Wiley Online Library:   HTML | PDF
Statistical learning theory: a tutorial

Overview
Sanjeev R. Kulkarni, Gilbert Harman
Published Online: Jun 10 2011
DOI:10.1002/wics.179

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

Overview
Kenneth J. Berry, Janis E. Johnston, Paul W. Mielke
Published Online: Jun 09 2011
DOI:10.1002/wics.177

Abstract Full article on Wiley Online Library:   HTML | PDF
Smooth tests of goodness of fit

Overview
J. C. W. Rayner, O. Thas, D. J. Best
Published Online: Apr 15 2011
DOI:10.1002/wics.171

Abstract Full article on Wiley Online Library:   HTML | PDF
Computations using analysis of covariance

Overview
Timothy J. Barrett
Published Online: Mar 23 2011
DOI:10.1002/wics.165

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

Overview
Stephan Morgenthaler
Published Online: Jan 28 2011
DOI:10.1002/wics.144

Abstract Full article on Wiley Online Library:   HTML | PDF
Model‐free data screening and cleaning

Focus Article
Michael E. Tarter
Published Online: Jan 04 2011
DOI:10.1002/wics.140

Abstract Full article on Wiley Online Library:   HTML | PDF
Discounting older data

Focus Article
Kyle A. Caudle, Gary O. Fowler, Leah R. Jager, David M. Ruth
Published Online: Oct 13 2010
DOI:10.1002/wics.134

Abstract Full article on Wiley Online Library:   HTML | PDF
Wavelet methods

Overview
Piotr Fryzlewicz
Published Online: Sep 29 2010
DOI:10.1002/wics.124

Abstract Full article on Wiley Online Library:   HTML | PDF
Geometry in statistics

Overview
Paul W. Vos, Paul Marriott
Published Online: Sep 24 2010
DOI:10.1002/wics.128

Abstract Full article on Wiley Online Library:   HTML | PDF
Actuarial method

Focus Article
Nariankadu Shyamalkumar
Published Online: Sep 08 2010
DOI:10.1002/wics.93

Abstract Full article on Wiley Online Library:   HTML | PDF
Rank methods

Focus Article
Douglas A. Wolfe
Published Online: Dec 01 2009
DOI:10.1002/wics.46

Abstract Full article on Wiley Online Library:   HTML | PDF
Computational rank‐based statistics

Advanced Review
Joseph W. McKean, Jeff T. Terpstra, John D. Kloke
Published Online: Sep 25 2009
DOI:10.1002/wics.29

Abstract Full article on Wiley Online Library:   HTML | PDF
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