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Basic Data Analysis for Time Series with R by DeWayne R. Derryberry (English) Ha

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
ISBN-13
9781118422540
Book Title
Basic Data Analysis for Time Series with R
ISBN
9781118422540
Publication Year
2014
Type
Textbook
Format
Hardcover
Language
English
Publication Name
Basic Data Analysis for Time Series with R
Item Height
237mm
Author
Dewayne R. Derryberry
Publisher
John Wiley & Sons INC International Concepts
Item Width
162mm
Subject
Computer Science, Mathematics
Item Weight
656g
Number of Pages
320 Pages

About this product

Product Information

Written at a readily accessible level, Basic Data Analysis for Time Series with R emphasizes the mathematical importance of collaborative analysis of data used to collect increments of time or space. Balancing a theoretical and practical approach to analyzing data within the context of serial correlation, the book presents a coherent and systematic regression-based approach to model selection. The book illustrates these principles of model selection and model building through the use of information criteria, cross validation, hypothesis tests, and confidence intervals. Focusing on frequency- and time-domain and trigonometric regression as the primary themes, the book also includes modern topical coverage on Fourier series and Akaike's Information Criterion (AIC). In addition, Basic Data Analysis for Time Series with R also features: Real-world examples to provide readers with practical hands-on experience Multiple R software subroutines employed with graphical displays Numerous exercise sets intended to support readers understanding of the core concepts Specific chapters devoted to the analysis of the Wolf sunspot number data and the Vostok ice core data sets

Product Identifiers

Publisher
John Wiley & Sons INC International Concepts
ISBN-13
9781118422540
eBay Product ID (ePID)
213158409

Product Key Features

Author
Dewayne R. Derryberry
Publication Name
Basic Data Analysis for Time Series with R
Format
Hardcover
Language
English
Subject
Computer Science, Mathematics
Publication Year
2014
Type
Textbook
Number of Pages
320 Pages

Dimensions

Item Height
237mm
Item Width
162mm
Item Weight
656g

Additional Product Features

Title_Author
Dewayne R. Derryberry
Country/Region of Manufacture
United States

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  • GB 324767388
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