skip to content
Nonparametric Hypothesis Testing : Rank and Permutation Methods with Applications in R. Preview this item
ClosePreview this item
Checking...

Nonparametric Hypothesis Testing : Rank and Permutation Methods with Applications in R.

Author: Stefano Bonnini; Livio Corain; Marco Marozzi; Luigi Salmaso
Publisher: Hoboken : Wiley, 2014.
Series: Wiley series in probability and statistics.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:
A novel presentation of rank and permutation tests, with accessible guidance to applications in R Nonparametric testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. This book summarizes traditional rank techniques and more recent developments in permutation testing as robust tools for dealing with complex data with low sample size.>
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

 

Find a copy online

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
Bonnini, Stefano.
Nonparametric Hypothesis Testing : Rank and Permutation Methods with Applications in R.
Hoboken : Wiley, ©2014
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Stefano Bonnini; Livio Corain; Marco Marozzi; Luigi Salmaso
ISBN: 9781118763476 1118763475
OCLC Number: 883569926
Notes: 5.4.2 Permutation test on moments.
Description: 1 online resource (254 pages).
Contents: Nonparametric Hypothesis Testing; Contents; Presentation of the book; Preface; Notation and abbreviations; 1 One- and two-sample location problems, tests for symmetry and tests on a single distribution; 1.1 Introduction; 1.2 Nonparametric tests; 1.2.1 Rank tests; 1.2.2 Permutation tests and combination based tests; 1.3 Univariate one-sample tests; 1.3.1 The Kolmogorov goodness-of-fit test; 1.3.2 A univariate permutation test for symmetry; 1.4 Multivariate one-sample tests; 1.4.1 Multivariate rank test for central tendency; 1.4.2 Multivariate permutation test for symmetry. 1.5 Univariate two-sample tests1.5.1 The Wilcoxon (Mann-Whitney) test; 1.5.2 Permutation test on central tendency; 1.6 Multivariate two-sample tests; 1.6.1 Multivariate tests based on rank; 1.6.2 Multivariate permutation test on central tendency; References; 2 Comparing variability and distributions; 2.1 Introduction; 2.2 Comparing variability; 2.2.1 The Ansari-Bradley test; 2.2.2 The permutation Pan test; 2.2.3 The permutation O'Brien test; 2.3 Jointly comparing central tendency and variability; 2.3.1 The Lepage test; 2.3.2 The Cucconi test; 2.4 Comparing distributions. 2.4.1 The Kolmogorov-Smirnov test2.4.2 The Cramér-von Mises test; References; 3 Comparing more than two samples; 3.1 Introduction; 3.2 One-way ANOVA layout; 3.2.1 The Kruskal-Wallis test; 3.2.2 Permutation ANOVA in the presence of one factor; 3.2.3 The Mack-Wolfe test for umbrella alternatives; 3.2.4 Permutation test for umbrella alternatives; 3.3 Two-way ANOVA layout; 3.3.1 The Friedman rank test for unreplicated block design; 3.3.2 Permutation test for related samples; 3.3.3 The Page test for ordered alternatives; 3.3.4 Permutation analysis of variance in the presence of two factors. 3.4 Pairwise multiple comparisons3.4.1 Rank-based multiple comparisons for the Kruskal-Wallis test; 3.4.2 Permutation tests for multiple comparisons; 3.5 Multivariate multisample tests; 3.5.1 A multivariate multisample rank-based test; 3.5.2 A multivariate multisample permutation test; References; 4 Paired samples and repeated measures; 4.1 Introduction; 4.2 Two-sample problems with paired data; 4.2.1 The Wilcoxon signed rank test; 4.2.2 A permutation test for paired samples; 4.3 Repeated measures tests; 4.3.1 Friedman rank test for repeated measures. 4.3.2 A permutation test for repeated measuresReferences; 5 Tests for categorical data; 5.1 Introduction; 5.2 One-sample tests; 5.2.1 Binomial test on one proportion; 5.2.2 The McNemar test for paired data (or bivariate responses) with binary variables; 5.2.3 Multivariate extension of the McNemar test; 5.3 Two-sample tests on proportions or 2 x 2 contingency tables; 5.3.1 The Fisher exact test; 5.3.2 A permutation test for comparing two proportions; 5.4 Tests for R x C contingency tables; 5.4.1 The Anderson-Darling permutation test for R x C contingency tables.
Series Title: Wiley series in probability and statistics.

Abstract:

A novel presentation of rank and permutation tests, with accessible guidance to applications in R Nonparametric testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. This book summarizes traditional rank techniques and more recent developments in permutation testing as robust tools for dealing with complex data with low sample size.>

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


Primary Entity

<http://www.worldcat.org/oclc/883569926> # Nonparametric Hypothesis Testing : Rank and Permutation Methods with Applications in R.
    a schema:MediaObject, schema:CreativeWork, schema:Book ;
    library:oclcnum "883569926" ;
    library:placeOfPublication <http://experiment.worldcat.org/entity/work/data/1896626739#Place/hoboken> ; # Hoboken
    schema:about <http://dewey.info/class/519.54/> ;
    schema:about <http://experiment.worldcat.org/entity/work/data/1896626739#Topic/r_computer_program_language> ; # R (Computer program language)
    schema:about <http://experiment.worldcat.org/entity/work/data/1896626739#Topic/statistical_hypothesis_testing> ; # Statistical hypothesis testing
    schema:about <http://experiment.worldcat.org/entity/work/data/1896626739#Topic/nonparametric_statistics> ; # Nonparametric statistics
    schema:bookFormat schema:EBook ;
    schema:contributor <http://experiment.worldcat.org/entity/work/data/1896626739#Person/marozzi_marco> ; # Marco Marozzi
    schema:contributor <http://experiment.worldcat.org/entity/work/data/1896626739#Person/salmaso_luigi> ; # Luigi Salmaso
    schema:contributor <http://experiment.worldcat.org/entity/work/data/1896626739#Person/corain_livio> ; # Livio Corain
    schema:creator <http://experiment.worldcat.org/entity/work/data/1896626739#Person/bonnini_stefano> ; # Stefano Bonnini
    schema:datePublished "2014" ;
    schema:description "Nonparametric Hypothesis Testing; Contents; Presentation of the book; Preface; Notation and abbreviations; 1 One- and two-sample location problems, tests for symmetry and tests on a single distribution; 1.1 Introduction; 1.2 Nonparametric tests; 1.2.1 Rank tests; 1.2.2 Permutation tests and combination based tests; 1.3 Univariate one-sample tests; 1.3.1 The Kolmogorov goodness-of-fit test; 1.3.2 A univariate permutation test for symmetry; 1.4 Multivariate one-sample tests; 1.4.1 Multivariate rank test for central tendency; 1.4.2 Multivariate permutation test for symmetry."@en ;
    schema:description "A novel presentation of rank and permutation tests, with accessible guidance to applications in R Nonparametric testing problems are frequently encountered in many scientific disciplines, such as engineering, medicine and the social sciences. This book summarizes traditional rank techniques and more recent developments in permutation testing as robust tools for dealing with complex data with low sample size.>"@en ;
    schema:exampleOfWork <http://worldcat.org/entity/work/id/1896626739> ;
    schema:genre "Electronic books"@en ;
    schema:inLanguage "en" ;
    schema:isPartOf <http://experiment.worldcat.org/entity/work/data/1896626739#Series/wiley_series_in_probability_and_statistics> ; # Wiley series in probability and statistics.
    schema:isSimilarTo <http://worldcat.org/entity/work/data/1896626739#CreativeWork/nonparametric_hypothesis_testing_rank_and_permutation_methods_with_applications_in_r> ;
    schema:name "Nonparametric Hypothesis Testing : Rank and Permutation Methods with Applications in R."@en ;
    schema:productID "883569926" ;
    schema:publication <http://www.worldcat.org/title/-/oclc/883569926#PublicationEvent/hoboken_wiley_2014> ;
    schema:publisher <http://experiment.worldcat.org/entity/work/data/1896626739#Agent/wiley> ; # Wiley
    schema:url <http://site.ebrary.com/id/10891171> ;
    schema:url <http://public.eblib.com/choice/publicfullrecord.aspx?p=1729067> ;
    schema:url <http://rbdigital.oneclickdigital.com> ;
    schema:workExample <http://worldcat.org/isbn/9781118763476> ;
    wdrs:describedby <http://www.worldcat.org/title/-/oclc/883569926> ;
    .


Related Entities

<http://experiment.worldcat.org/entity/work/data/1896626739#Person/bonnini_stefano> # Stefano Bonnini
    a schema:Person ;
    schema:familyName "Bonnini" ;
    schema:givenName "Stefano" ;
    schema:name "Stefano Bonnini" ;
    .

<http://experiment.worldcat.org/entity/work/data/1896626739#Person/corain_livio> # Livio Corain
    a schema:Person ;
    schema:familyName "Corain" ;
    schema:givenName "Livio" ;
    schema:name "Livio Corain" ;
    .

<http://experiment.worldcat.org/entity/work/data/1896626739#Person/marozzi_marco> # Marco Marozzi
    a schema:Person ;
    schema:familyName "Marozzi" ;
    schema:givenName "Marco" ;
    schema:name "Marco Marozzi" ;
    .

<http://experiment.worldcat.org/entity/work/data/1896626739#Person/salmaso_luigi> # Luigi Salmaso
    a schema:Person ;
    schema:familyName "Salmaso" ;
    schema:givenName "Luigi" ;
    schema:name "Luigi Salmaso" ;
    .

<http://experiment.worldcat.org/entity/work/data/1896626739#Series/wiley_series_in_probability_and_statistics> # Wiley series in probability and statistics.
    a bgn:PublicationSeries ;
    schema:hasPart <http://www.worldcat.org/oclc/883569926> ; # Nonparametric Hypothesis Testing : Rank and Permutation Methods with Applications in R.
    schema:name "Wiley series in probability and statistics." ;
    schema:name "Wiley Series in Probability and Statistics" ;
    .

<http://experiment.worldcat.org/entity/work/data/1896626739#Topic/nonparametric_statistics> # Nonparametric statistics
    a schema:Intangible ;
    schema:name "Nonparametric statistics"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/1896626739#Topic/r_computer_program_language> # R (Computer program language)
    a schema:Intangible ;
    schema:name "R (Computer program language)"@en ;
    .

<http://experiment.worldcat.org/entity/work/data/1896626739#Topic/statistical_hypothesis_testing> # Statistical hypothesis testing
    a schema:Intangible ;
    schema:name "Statistical hypothesis testing"@en ;
    .

<http://worldcat.org/entity/work/data/1896626739#CreativeWork/nonparametric_hypothesis_testing_rank_and_permutation_methods_with_applications_in_r>
    a schema:CreativeWork ;
    rdfs:label "Nonparametric Hypothesis Testing : Rank and Permutation Methods with Applications in R." ;
    schema:description "Print version:" ;
    schema:isSimilarTo <http://www.worldcat.org/oclc/883569926> ; # Nonparametric Hypothesis Testing : Rank and Permutation Methods with Applications in R.
    .

<http://worldcat.org/isbn/9781118763476>
    a schema:ProductModel ;
    schema:isbn "1118763475" ;
    schema:isbn "9781118763476" ;
    .

<http://www.worldcat.org/title/-/oclc/883569926>
    a genont:InformationResource, genont:ContentTypeGenericResource ;
    schema:about <http://www.worldcat.org/oclc/883569926> ; # Nonparametric Hypothesis Testing : Rank and Permutation Methods with Applications in R.
    schema:dateModified "2016-11-10" ;
    void:inDataset <http://purl.oclc.org/dataset/WorldCat> ;
    .


Content-negotiable representations

Close Window

Please sign in to WorldCat 

Don't have an account? You can easily create a free account.