Für diesen Artikel ist leider kein Bild verfügbar.

Basic Data Analysis for Time Series with R

DR Derryberry (Autor)

Software / Digital Media
320 Seiten
2014
John Wiley & Sons Inc (Hersteller)
978-1-118-59323-3 (ISBN)
114,48 inkl. MwSt
  • Keine Verlagsinformationen verfügbar
  • Artikel merken
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

DeWayne R. Derryberry, PhD, is Associate Professor in the Department of Mathematics and Statistics at Idaho State University. Dr. Derryberry has published more than a dozen journal articles and his research interests include meta-analysis, discriminant analysis with messy data, time series analysis of the relationship between several cancers, and geographically-weighted regression.

Erscheint lt. Verlag 30.6.2014
Verlagsort New York
Sprache englisch
Maße 228 x 292 mm
Gewicht 1820 g
Themenwelt Mathematik / Informatik Mathematik
Naturwissenschaften
ISBN-10 1-118-59323-5 / 1118593235
ISBN-13 978-1-118-59323-3 / 9781118593233
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich