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Introduction to time series analysis and forecasting

Author: Douglas C Montgomery; Cheryl L Jennings; Murat Kulahci
Publisher: Hoboken, N.J. : Wiley-Interscience, ©2008.
Series: Wiley series in probability and statistics.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
Montgomery, Jennings, and Kulahci examine methods for modeling and analyzing time series data with a view towards drawing inferences about the data and generating forecasts that will be useful to the decision maker.
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Douglas C Montgomery; Cheryl L Jennings; Murat Kulahci
ISBN: 9780471653974 0471653977 9780470435748 0470435747
OCLC Number: 125406072
Description: xi, 445 pages : illustrations ; 25 cm.
Contents: Introduction to forecasting --
Statistics background for forecasting --
Regression analysis and forecasting --
Exponential smoothing methods --
Autoregressive integrated moving average (ARIMA) models --
Transfer functions and intervention models --
Survey of other forecasting methods --
Appendix A. Statistical tables --
Appendix B. Data sets for exercises.
Series Title: Wiley series in probability and statistics.
Responsibility: Douglas C. Montgomery, Cheryl L. Jennings, Murat Kulahci.
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An accessible introduction to the most current thinking in and practicality of forecasting techniques in the context of time-oriented data. Analyzing time-oriented data and forecasting are among the  Read more...

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"This would be an appropriate source for use in a first course in time series analysis. It might also be useful as a reference for researchers who want to apply time series analysis to their data Read more...

 
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Primary Entity<\/h3>\n
<http:\/\/www.worldcat.org\/oclc\/125406072<\/a>> # Introduction to time series analysis and forecasting<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Book<\/a>, schema:CreativeWork<\/a> ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"125406072<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/nju<\/a>> ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Place\/hoboken_n_j<\/a>> ; # Hoboken, N.J.<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/zeitreihenanalyse<\/a>> ; # Zeitreihenanalyse<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/techniques_de_prevision<\/a>> ; # Techniques de pr\u00E9vision<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/series_temporelles<\/a>> ; # S\u00E9ries temporelles<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/analyse_statistique<\/a>> ; # Analyse statistique<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/prevision<\/a>> ; # Pr\u00E9vision<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/modeles_econometriques<\/a>> ; # Mod\u00E8les \u00E9conom\u00E9triques<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/prognoser<\/a>> ; # Prognoser<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/dewey.info\/class\/519.55\/e22\/<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/prognose<\/a>> ; # Prognose<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/931721<\/a>> ; # Forecasting<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/tidsserieanalys<\/a>> ; # Tidsserieanalys<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/id.worldcat.org\/fast\/1151190<\/a>> ; # Time-series analysis<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/serie_chronologique<\/a>> ; # S\u00E9rie chronologique<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/prognosemodell<\/a>> ; # Prognosemodell<\/span>\n\u00A0\u00A0\u00A0\nschema:bookFormat<\/a> bgn:PrintBook<\/a> ;\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/viaf.org\/viaf\/165260230<\/a>> ; # Cheryl L. Jennings<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/viaf.org\/viaf\/163321865<\/a>> ; # Murat Kulahci<\/span>\n\u00A0\u00A0\u00A0\nschema:copyrightYear<\/a> \"2008<\/span>\" ;\u00A0\u00A0\u00A0\nschema:creator<\/a> <http:\/\/viaf.org\/viaf\/51818713<\/a>> ; # Douglas C. Montgomery<\/span>\n\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"2008<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"Introduction to forecasting -- Statistics background for forecasting -- Regression analysis and forecasting -- Exponential smoothing methods -- Autoregressive integrated moving average (ARIMA) models -- Transfer functions and intervention models -- Survey of other forecasting methods -- Appendix A. Statistical tables -- Appendix B. Data sets for exercises.<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"Montgomery, Jennings, and Kulahci examine methods for modeling and analyzing time series data with a view towards drawing inferences about the data and generating forecasts that will be useful to the decision maker.<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\nschema:exampleOfWork<\/a> <http:\/\/worldcat.org\/entity\/work\/id\/3798715468<\/a>> ;\u00A0\u00A0\u00A0\nschema:inLanguage<\/a> \"en<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isPartOf<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Series\/wiley_series_in_probability_and_statistics<\/a>> ; # Wiley series in probability and statistics.<\/span>\n\u00A0\u00A0\u00A0\nschema:name<\/a> \"Introduction to time series analysis and forecasting<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\nschema:productID<\/a> \"125406072<\/span>\" ;\u00A0\u00A0\u00A0\nschema:publication<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/125406072#PublicationEvent\/hoboken_n_j_wiley_interscience_2008<\/a>> ;\u00A0\u00A0\u00A0\nschema:publisher<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Agent\/wiley_interscience<\/a>> ; # Wiley-Interscience<\/span>\n\u00A0\u00A0\u00A0\nschema:url<\/a> <http:\/\/catdir.loc.gov\/catdir\/toc\/ecip0717\/2007019891.html<\/a>> ;\u00A0\u00A0\u00A0\nschema:workExample<\/a> <http:\/\/worldcat.org\/isbn\/9780470435748<\/a>> ;\u00A0\u00A0\u00A0\nschema:workExample<\/a> <http:\/\/worldcat.org\/isbn\/9780471653974<\/a>> ;\u00A0\u00A0\u00A0\numbel:isLike<\/a> <http:\/\/bnb.data.bl.uk\/id\/resource\/GBA772853<\/a>> ;\u00A0\u00A0\u00A0\nwdrs:describedby<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/125406072<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

Related Entities<\/h3>\n
<http:\/\/dewey.info\/class\/519.55\/e22\/<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Agent\/wiley_interscience<\/a>> # Wiley-Interscience<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:Agent<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Wiley-Interscience<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Place\/hoboken_n_j<\/a>> # Hoboken, N.J.<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Hoboken, N.J.<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Series\/wiley_series_in_probability_and_statistics<\/a>> # Wiley series in probability and statistics.<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nbgn:PublicationSeries<\/a> ;\u00A0\u00A0\u00A0\nschema:hasPart<\/a> <http:\/\/www.worldcat.org\/oclc\/125406072<\/a>> ; # Introduction to time series analysis and forecasting<\/span>\n\u00A0\u00A0\u00A0\nschema:name<\/a> \"Wiley series in probability and statistics.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Wiley series in probability and statistics<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/analyse_statistique<\/a>> # Analyse statistique<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Analyse statistique<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/modeles_econometriques<\/a>> # Mod\u00E8les \u00E9conom\u00E9triques<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Mod\u00E8les \u00E9conom\u00E9triques<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/prevision<\/a>> # Pr\u00E9vision<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Pr\u00E9vision<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/prognose<\/a>> # Prognose<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Prognose<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/prognosemodell<\/a>> # Prognosemodell<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Prognosemodell<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/prognoser<\/a>> # Prognoser<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Prognoser<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/serie_chronologique<\/a>> # S\u00E9rie chronologique<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"S\u00E9rie chronologique<\/span>\"@fr<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/series_temporelles<\/a>> # S\u00E9ries temporelles<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"S\u00E9ries temporelles<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/techniques_de_prevision<\/a>> # Techniques de pr\u00E9vision<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Techniques de pr\u00E9vision<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/tidsserieanalys<\/a>> # Tidsserieanalys<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Tidsserieanalys<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Topic\/zeitreihenanalyse<\/a>> # Zeitreihenanalyse<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Zeitreihenanalyse<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/vocabulary\/countries\/nju<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\ndcterms:identifier<\/a> \"nju<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/1151190<\/a>> # Time-series analysis<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Time-series analysis<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.worldcat.org\/fast\/931721<\/a>> # Forecasting<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Forecasting<\/span>\"@en<\/a> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/163321865<\/a>> # Murat Kulahci<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Kulahci<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Murat<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Murat Kulahci<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/165260230<\/a>> # Cheryl L. Jennings<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Jennings<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Cheryl L.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Cheryl L. Jennings<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/viaf.org\/viaf\/51818713<\/a>> # Douglas C. Montgomery<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Montgomery<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Douglas C.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Douglas C. Montgomery<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/worldcat.org\/isbn\/9780470435748<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:ProductModel<\/a> ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"0470435747<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"9780470435748<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/worldcat.org\/isbn\/9780471653974<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:ProductModel<\/a> ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"0471653977<\/span>\" ;\u00A0\u00A0\u00A0\nschema:isbn<\/a> \"9780471653974<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.worldcat.org\/title\/-\/oclc\/125406072<\/a>>\u00A0\u00A0\u00A0\u00A0a \ngenont:InformationResource<\/a>, genont:ContentTypeGenericResource<\/a> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/www.worldcat.org\/oclc\/125406072<\/a>> ; # Introduction to time series analysis and forecasting<\/span>\n\u00A0\u00A0\u00A0\nschema:dateModified<\/a> \"2019-09-08<\/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\/125406072#PublicationEvent\/hoboken_n_j_wiley_interscience_2008<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:PublicationEvent<\/a> ;\u00A0\u00A0\u00A0\nschema:location<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Place\/hoboken_n_j<\/a>> ; # Hoboken, N.J.<\/span>\n\u00A0\u00A0\u00A0\nschema:organizer<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3798715468#Agent\/wiley_interscience<\/a>> ; # Wiley-Interscience<\/span>\n\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

Content-negotiable representations<\/p>\n