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Understanding robust and exploratory data analysis

Author: David C Hoaglin; Frederick Mosteller; John W Tukey
Publisher: New York : Wiley, ©1983.
Series: Wiley series in probability and mathematical statistics., Applied probability and statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

This text explains the necessity for and uses of both exploratory data analysis and robust and resistant methods in statistical practice. Edited by pre-eminent statisticians, it provides the  Read more...

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Additional Physical Format: Online version:
Understanding robust and exploratory data analysis.
New York : Wiley, ©1983
(OCoLC)622135128
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: David C Hoaglin; Frederick Mosteller; John W Tukey
ISBN: 0471097772 9780471097778 0471384917 9780471384915
OCLC Number: 8495063
Description: xvi, 447 pages : illustrations ; 24 cm
Contents: 1. Stem-and-leaf displays / John D. Emerson and David C. Hoaglin --
2. Letter values: a set of selected order statistics / David C. Hoaglin --
3. Boxplots and batch comparison / John D. Emerson and Judith Strenio --
4. Transforming data / John D. Emerson and Michael A. Stoto --
5. Resistant lines for y versus x / John D. Emerson and David C. Hoaglin --
6. Analysis of two-way tables by medians / John D. Emerson and David C. Hoaglin --
7. Examining residuals / Colin Goodall --
8. Mathematical aspects of transformation / John D. Emerson --
9. Introduction to more refined estimators / David C. Hoaglin, Frederick Mosteller, and John W. Tukey --
10. Comparing location estimators: trimmed means, medians, and trimean / James L. Rosenberger and Mariam Gasko --
11. M-estimators of location: an outline of the theory / Colin Goodall --
12. Robust scales estimators and confidence intervals for location / Boris Iglewicz.
Series Title: Wiley series in probability and mathematical statistics., Applied probability and statistics.
Responsibility: edited by David C. Hoaglin, Frederick Mosteller, John W. Tukey.
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"...this collection by notables in the field explains...connection of robust techniques and exploratory data analysis..." (SciTech Book News, Vol. 24, No. 4, December 2000)

 
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Primary Entity<\/h3>\n
<http:\/\/www.worldcat.org\/oclc\/8495063<\/a>> # Understanding robust and exploratory data analysis<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Book<\/a>, schema:CreativeWork<\/a> ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"8495063<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/nyu<\/a>> ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/dbpedia.org\/resource\/New_York_City<\/a>> ; # New York<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/analyse_des_donnees_problemes_et_exercices<\/a>> ; # Analyse des donn\u00E9es--Probl\u00E8mes et exercices<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/519.5\/e19\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/programmation_lineaire<\/a>> ; # Programmation lin\u00E9aire<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/mathematics<\/a>> ; # Mathematics<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/statistical_analysis<\/a>> ; # Statistical analysis<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/statistique_mathematique<\/a>> ; # Statistique math\u00E9matique<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/statistiek<\/a>> ; # Statistiek<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/statistiques_europe<\/a>> ; # Statistiques--Europe<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/explorative_datenanalyse<\/a>> ; # Explorative Datenanalyse<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/data_analyse<\/a>> ; # Data-analyse<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/statistiques_robustes<\/a>> ; # Statistiques robustes<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/mathematical_statistics<\/a>> ; # Mathematical statistics<\/span>\n\u00A0\u00A0\u00A0\nschema:bookFormat<\/a> bgn:PrintBook<\/a> ;\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/viaf.org\/viaf\/108174575<\/a>> ; # Frederick Mosteller<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/viaf.org\/viaf\/108174581<\/a>> ; # John Wilder Tukey<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/viaf.org\/viaf\/56687426<\/a>> ; # David Caster Hoaglin<\/span>\n\u00A0\u00A0\u00A0\nschema:copyrightYear<\/a> \"1983<\/span>\" ;\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"1983<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"1. Stem-and-leaf displays \/ John D. Emerson and David C. Hoaglin -- 2. Letter values: a set of selected order statistics \/ David C. Hoaglin -- 3. Boxplots and batch comparison \/ John D. Emerson and Judith Strenio -- 4. Transforming data \/ John D. Emerson and Michael A. Stoto -- 5. Resistant lines for y versus x \/ John D. Emerson and David C. Hoaglin -- 6. Analysis of two-way tables by medians \/ John D. Emerson and David C. Hoaglin -- 7. Examining residuals \/ Colin Goodall -- 8. Mathematical aspects of transformation \/ John D. Emerson -- 9. Introduction to more refined estimators \/ David C. Hoaglin, Frederick Mosteller, and John W. Tukey -- 10. Comparing location estimators: trimmed means, medians, and trimean \/ James L. Rosenberger and Mariam Gasko -- 11. M-estimators of location: an outline of the theory \/ Colin Goodall -- 12. Robust scales estimators and confidence intervals for location \/ Boris Iglewicz.<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\nschema:exampleOfWork<\/a> <http:\/\/worldcat.org\/entity\/work\/id\/503749466<\/a>> ;\u00A0\u00A0\u00A0\nschema:inLanguage<\/a> \"en<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isPartOf<\/a> <http:\/\/worldcat.org\/issn\/0271-6356<\/a>> ; # Wiley series in probability and mathematical statistics.<\/span>\n\u00A0\u00A0\u00A0\nschema:isSimilarTo<\/a> <http:\/\/www.worldcat.org\/oclc\/622135128<\/a>> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Understanding robust and exploratory data analysis<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\nschema:productID<\/a> \"8495063<\/span>\" ;\u00A0\u00A0\u00A0\nschema:publication<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/8495063#PublicationEvent\/new_york_wiley_1983<\/a>> ;\u00A0\u00A0\u00A0\nschema:publisher<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Agent\/wiley<\/a>> ; # Wiley<\/span>\n\u00A0\u00A0\u00A0\nschema:url<\/a> <http:\/\/catdir.loc.gov\/catdir\/toc\/onix02\/82008528.html<\/a>> ;\u00A0\u00A0\u00A0\nschema:url<\/a> <https:\/\/www.lib.berkeley.edu\/nrlf-electronic-copy\/b12243635<\/a>> ;\u00A0\u00A0\u00A0\nschema:url<\/a> <http:\/\/www.gbv.de\/dms\/bowker\/toc\/9780471097778.pdf<\/a>> ;\u00A0\u00A0\u00A0\nschema:workExample<\/a> <http:\/\/worldcat.org\/isbn\/9780471097778<\/a>> ;\u00A0\u00A0\u00A0\nschema:workExample<\/a> <http:\/\/worldcat.org\/isbn\/9780471384915<\/a>> ;\u00A0\u00A0\u00A0\numbel:isLike<\/a> <http:\/\/bnb.data.bl.uk\/id\/resource\/GB8326420<\/a>> ;\u00A0\u00A0\u00A0\nwdrs:describedby<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/8495063<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

Related Entities<\/h3>\n
<http:\/\/dbpedia.org\/resource\/New_York_City<\/a>> # New York<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"New York<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/dewey.info\/class\/519.5\/e19\/<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Agent\/wiley<\/a>> # Wiley<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:Agent<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Wiley<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/analyse_des_donnees_problemes_et_exercices<\/a>> # Analyse des donn\u00E9es--Probl\u00E8mes et exercices<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Analyse des donn\u00E9es--Probl\u00E8mes et exercices<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/data_analyse<\/a>> # Data-analyse<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Data-analyse<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/explorative_datenanalyse<\/a>> # Explorative Datenanalyse<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Explorative Datenanalyse<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/mathematical_statistics<\/a>> # Mathematical statistics<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Mathematical statistics<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/mathematics<\/a>> # Mathematics<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Mathematics<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/programmation_lineaire<\/a>> # Programmation lin\u00E9aire<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Programmation lin\u00E9aire<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/statistical_analysis<\/a>> # Statistical analysis<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistical analysis<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/statistiek<\/a>> # Statistiek<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistiek<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/statistique_mathematique<\/a>> # Statistique math\u00E9matique<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistique math\u00E9matique<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistique math\u00E9matique<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/statistiques_europe<\/a>> # Statistiques--Europe<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistiques--Europe<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Topic\/statistiques_robustes<\/a>> # Statistiques robustes<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Statistiques robustes<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/vocabulary\/countries\/nyu<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\ndcterms:identifier<\/a> \"nyu<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/108174575<\/a>> # Frederick Mosteller<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1916<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"2006<\/span>\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Mosteller<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Frederick<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Frederick Mosteller<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/108174581<\/a>> # John Wilder Tukey<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1915<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"2000<\/span>\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Tukey<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"John Wilder<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"John W.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"John Wilder Tukey<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/56687426<\/a>> # David Caster Hoaglin<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1944<\/span>\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Hoaglin<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"David Caster<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"David C.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"David Caster Hoaglin<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/worldcat.org\/isbn\/9780471097778<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:ProductModel<\/a> ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"0471097772<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"9780471097778<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/worldcat.org\/isbn\/9780471384915<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:ProductModel<\/a> ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"0471384917<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"9780471384915<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/worldcat.org\/issn\/0271-6356<\/a>> # Wiley series in probability and mathematical statistics.<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:PublicationSeries<\/a> ;\u00A0\u00A0\u00A0\nschema:hasPart<\/a> <http:\/\/www.worldcat.org\/oclc\/8495063<\/a>> ; # Understanding robust and exploratory data analysis<\/span>\n\u00A0\u00A0\u00A0\nschema:issn<\/a> \"0271-6356<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Wiley series in probability and mathematical statistics.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Wiley series in probability and mathematical statistics. Applied probability and statistics,<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/oclc\/622135128<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:CreativeWork<\/a> ;\u00A0\u00A0\u00A0\nrdfs:label<\/a> \"Understanding robust and exploratory data analysis.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"Online version:<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isSimilarTo<\/a> <http:\/\/www.worldcat.org\/oclc\/8495063<\/a>> ; # Understanding robust and exploratory data analysis<\/span>\n\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/title\/-\/oclc\/8495063<\/a>>\u00A0\u00A0\u00A0\u00A0a \ngenont:InformationResource<\/a>, genont:ContentTypeGenericResource<\/a> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/www.worldcat.org\/oclc\/8495063<\/a>> ; # Understanding robust and exploratory data analysis<\/span>\n\u00A0\u00A0\u00A0\nschema:dateModified<\/a> \"2020-09-08<\/span>\" ;\u00A0\u00A0\u00A0\nvoid:inDataset<\/a> <http:\/\/purl.oclc.org\/dataset\/WorldCat<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/title\/-\/oclc\/8495063#PublicationEvent\/new_york_wiley_1983<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:PublicationEvent<\/a> ;\u00A0\u00A0\u00A0\nschema:location<\/a> <http:\/\/dbpedia.org\/resource\/New_York_City<\/a>> ; # New York<\/span>\n\u00A0\u00A0\u00A0\nschema:organizer<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/503749466#Agent\/wiley<\/a>> ; # Wiley<\/span>\n\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n