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Time Series Analysis and Its Applications: With R Examples (Springer Texts in...

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eBay item number:116238304889
Last updated on 22 Apr, 2025 14:56:33 BSTView all revisionsView all revisions

Item specifics

Condition
Good: A book that has been read, but is in good condition. Minimal damage to the book cover eg. ...
Brand
Springer
Edition
4th ed. 2017
Publication Date
4/19/2017
Country of Origin
USA, United States
Net Quantity/Number of Units
1
Dimensions (LxWxH) - Cms
7X1.17X10
ISBN-10
3319524518
ISBN-13
9783319524511
SKU
SONG3319524518
Book Title
Time Series Analysis and Its Applications: With R Examples (Sprin
No. of Pages
575
ISBN
9783319524511
Publication Name
Time Series Analysis and Its Applications: with R Examples
Publisher
Springer International Publishing A&G
Subject
Mathematics, Healthcare System
Publication Year
2017
Series
Springer Texts in Statistics
Type
Textbook
Format
Paperback
Language
English
Item Height
254 mm
Author
David S. Stoffer, Robert H. Shumway
Item Weight
1464 g
Item Width
178 mm
Number of Pages
562 Pages

About this product

Product Information

The fourth edition of this popular graduate textbook, like its predecessors, presents a balanced and comprehensive treatment of both time and frequency domain methods with accompanying theory. Numerous examples using nontrivial data illustrate solutions to problems such as discovering natural and anthropogenic climate change, evaluating pain perception experiments using functional magnetic resonance imaging, and monitoring a nuclear test ban treaty. The book is designed as a textbook for graduate level students in the physical, biological, and social sciences and as a graduate level text in statistics. Some parts may also serve as an undergraduate introductory course. Theory and methodology are separated to allow presentations on different levels. In addition to coverage of classical methods of time series regression, ARIMA models, spectral analysis and state-space models, the text includes modern developments including categorical time series analysis, multivariate spectral methods, long memory series, nonlinear models, resampling techniques, GARCH models, ARMAX models, stochastic volatility, wavelets, and Markov chain Monte Carlo integration methods. This edition includes R code for each numerical example in addition to Appendix R, which provides a reference for the data sets and R scripts used in the text in addition to a tutorial on basic R commands and R time series. An additional file is available on the book's website for download, making all the data sets and scripts easy to load into R.

Product Identifiers

Publisher
Springer International Publishing A&G
ISBN-13
9783319524511
eBay Product ID (ePID)
232984866

Product Key Features

Number of Pages
562 Pages
Publication Name
Time Series Analysis and Its Applications: with R Examples
Language
English
Subject
Mathematics, Healthcare System
Publication Year
2017
Type
Textbook
Author
David S. Stoffer, Robert H. Shumway
Series
Springer Texts in Statistics
Format
Paperback

Dimensions

Item Height
254 mm
Item Weight
1464 g
Item Width
178 mm

Additional Product Features

Country/Region of Manufacture
Switzerland
Title_Author
David S. Stoffer, Robert H. Shumway

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