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The Resource Basic data analysis for time series with R, DeWayne R. Derryberry, Department of Mathematics and Statistics, Idaho State University, Boise, ID

Basic data analysis for time series with R, DeWayne R. Derryberry, Department of Mathematics and Statistics, Idaho State University, Boise, ID

Label
Basic data analysis for time series with R
Title
Basic data analysis for time series with R
Statement of responsibility
DeWayne R. Derryberry, Department of Mathematics and Statistics, Idaho State University, Boise, ID
Creator
Author
Subject
Language
eng
Summary
This book 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, it presents a coherent and systematic regression-based approach to model selection. These principles of model selection and model building through the use of information criteria, cross validation, hypothesis tests, and confidence intervals are illustrated. Focusing on frequency- and time-domain and trigonometric regression, the book includes coverage on Fourier series and Akaike's Information Criterion (AIC). Other topics include: real-world examples; multiple R software subroutines employed with graphical displays; numerous exercise sets intended to support readers understanding of the core concepts; and specific chapters devoted to the analysis of the Wolf sunspot number data and the Vostok ice core data sets. --
Assigning source
Edited summary from book
Cataloging source
CtWfDGI
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Basic data analysis for time series with R, DeWayne R. Derryberry, Department of Mathematics and Statistics, Idaho State University, Boise, ID
Label
Basic data analysis for time series with R, DeWayne R. Derryberry, Department of Mathematics and Statistics, Idaho State University, Boise, ID
Publication
Copyright
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Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b4358432'}
Extent
1 online resource
Form of item
online
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
Specific material designation
remote

Library Locations

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      110 8th St, Troy, NY, 12180, US
      42.729766 -73.682577
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