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Nonparametric Methods

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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
Min‐ge Xie, Rong Chen, Chencheng Cai
Published Online: Jan 13 2020
DOI:10.1002/wics.1498

Abstract Full article on Wiley Online Library:   HTML | PDF
Nonparametric volatility prediction

Focus Article
Jussi Klemelä
Published Online: Jan 08 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
Debashis Ghosh, Xuhong Zhang, Efrén Cruz‐Cortés, Pratyaydipta Rudra
Published Online: Dec 16 2019
DOI:10.1002/wics.1493

Abstract Full article on Wiley Online Library:   HTML | PDF
Robust nonparametric regression: A review

Advanced Review
Serhan Sadıkoğlu, Pavel Čížek
Published Online: Dec 13 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 28 2019
DOI:10.1002/wics.1488

Abstract Full article on Wiley Online Library:   HTML | PDF
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

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
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

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
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
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