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Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software

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Basic Data Analysis for Time Series with R (Hardcover) Loot Price: R2,857
Discovery Miles 28 570
Basic Data Analysis for Time Series with R (Hardcover): DR Derryberry

Basic Data Analysis for Time Series with R (Hardcover)

DR Derryberry

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Loot Price R2,857 Discovery Miles 28 570 | Repayment Terms: R268 pm x 12*

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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 experienceMultiple R software subroutines employed with graphical displaysNumerous exercise sets intended to support readers understanding of the core conceptsSpecific chapters devoted to the analysis of the Wolf sunspot number data and the Vostok ice core data sets

General

Imprint: John Wiley & Sons
Country of origin: United States
Release date: August 2014
First published: 2014
Authors: DR Derryberry
Dimensions: 237 x 162 x 25mm (L x W x T)
Format: Hardcover
Pages: 320
ISBN-13: 978-1-118-42254-0
Categories: Books > Science & Mathematics > Mathematics > Probability & statistics
Books > Computing & IT > Computer software packages > Other software packages > Mathematical & statistical software
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LSN: 1-118-42254-6
Barcode: 9781118422540

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