Time Series Analysis and Forecasting by Example
Afbeeldingen
Sla de afbeeldingen overArtikel vergelijken
Uitgever: John Wiley & Sons Inc
- Engels
- Hardcover
- 9780470540640
- 28 juli 2011
- 400 pagina's
Samenvatting
An intuition-based approach enables you to master time series analysis with ease
Time Series Analysis and Forecasting by Example provides the fundamental techniques in time series analysis using various examples. By introducing necessary theory through examples that showcase the discussed topics, the authors successfully help readers develop an intuitive understanding of seemingly complicated time series models and their implications.
The book presents methodologies for time series analysis in a simplified, example-based approach. Using graphics, the authors discuss each presented example in detail and explain the relevant theory while also focusing on the interpretation of results in data analysis. Following a discussion of why autocorrelation is often observed when data is collected in time, subsequent chapters explore related topics, including:
- Graphical tools in time series analysis
- Procedures for developing stationary, non-stationary, and seasonal models
- How to choose the best time series model
- Constant term and cancellation of terms in ARIMA models
- Forecasting using transfer function-noise models
The final chapter is dedicated to key topics such as spurious relationships, autocorrelation in regression, and multiple time series. Throughout the book, real-world examples illustrate step-by-step procedures along with instructions for using statistical software packages such as SAS®, JMP®, Minitab®, SCA, and R. A related website features PowerPoint® slides that accompany each chapter as well as the book's data sets.
With its extensive use of graphics and examples to explain key concepts, Time Series Analysis and Forecasting by Example is an excellent book for courses on time series analysis at the upper-undergraduate and graduate level. It also serves as a valuable resource for practitioners and researchers who carry out data and time series analysis in the fields of engineering, business, and economics.
An intuition-based approach enables you to master time series analysis with ease
Time Series Analysis and Forecasting by Example provides the fundamental techniques in time series analysis using various examples. By introducing necessary theory through examples that showcase the discussed topics, the authors successfully help readers develop an intuitive understanding of seemingly complicated time series models and their implications.
The book presents methodologies for time series analysis in a simplified, example-based approach. Using graphics, the authors discuss each presented example in detail and explain the relevant theory while also focusing on the interpretation of results in data analysis. Following a discussion of why autocorrelation is often observed when data is collected in time, subsequent chapters explore related topics, including:
- Graphical tools in time series analysis
- Procedures for developing stationary, non-stationary, and seasonal models
- How to choose the best time series model
- Constant term and cancellation of terms in ARIMA models
- Forecasting using transfer function-noise models
The final chapter is dedicated to key topics such as spurious relationships, autocorrelation in regression, and multiple time series. Throughout the book, real-world examples illustrate step-by-step procedures and instructions using statistical software packages such as SAS, JMP, Minitab, SCA, and R. A related Web site features PowerPoint slides to accompany each chapter as well as the book's data sets.
With its extensive use of graphics and examples to explain key concepts, Time Series Analysis and Forecasting by Example is an excellent book for courses on time series analysis at the upper-undergraduate and graduate levels. it also serves as a valuable resource for practitioners and researchers who carry out data and time series analysis in the fields of engineering, business, and economics.
Productspecificaties
Inhoud
- Taal
- en
- Bindwijze
- Hardcover
- Oorspronkelijke releasedatum
- 28 juli 2011
- Aantal pagina's
- 400
- Illustraties
- Nee
Betrokkenen
- Hoofdauteur
- SØRen Bisgaard
- Tweede Auteur
- Murat Kulahci
- Co Auteur
- Murat Kulahci
- Hoofduitgeverij
- John Wiley & Sons Inc
Overige kenmerken
- Extra groot lettertype
- Nee
- Product breedte
- 160 mm
- Product hoogte
- 24 mm
- Product lengte
- 241 mm
- Studieboek
- Nee
- Verpakking breedte
- 160 mm
- Verpakking hoogte
- 24 mm
- Verpakking lengte
- 241 mm
- Verpakkingsgewicht
- 679 g
EAN
- EAN
- 9780470540640
Je vindt dit artikel in
- Categorieën
- Taal
- Engels
- Boek, ebook of luisterboek?
- Boek
- Studieboek of algemeen
- Algemene boeken
- Beschikbaarheid
- Leverbaar
Kies gewenste uitvoering
Prijsinformatie en bestellen
De prijs van dit product is 144 euro en 99 cent.- Prijs inclusief verzendkosten, verstuurd door bol
- Ophalen bij een bol afhaalpunt mogelijk
- 30 dagen bedenktijd en gratis retourneren
- Dag en nacht klantenservice
Rapporteer dit artikel
Je wilt melding doen van illegale inhoud over dit artikel:
- Ik wil melding doen als klant
- Ik wil melding doen als autoriteit of trusted flagger
- Ik wil melding doen als partner
- Ik wil melding doen als merkhouder
Geen klant, autoriteit, trusted flagger, merkhouder of partner? Gebruik dan onderstaande link om melding te doen.