Coverart for item
The Resource Statistical analysis of climate series : analyzing, plotting, modeling, and predicting with R, Helmut Pruscha

Statistical analysis of climate series : analyzing, plotting, modeling, and predicting with R, Helmut Pruscha

Label
Statistical analysis of climate series : analyzing, plotting, modeling, and predicting with R
Title
Statistical analysis of climate series
Title remainder
analyzing, plotting, modeling, and predicting with R
Statement of responsibility
Helmut Pruscha
Title variation
Analyzing, plotting, modeling, and predicting with R
Creator
Subject
Language
eng
Summary
The book presents the application of statistical methods to climatological data on temperature and precipitation. It provides specific techniques for treating series of yearly, monthly and daily records. The results' potential relevance in the climate context is discussed. The methodical tools are taken from time series analysis, from periodogram and wavelet analysis, from correlation and principal component analysis, and from categorical data and event-time analysis. The applied models are - among others - the ARIMA and GARCH model, and inhomogeneous Poisson processes. Further, we deal with a number of special statistical topics, e.g. the problem of trend-, season- and autocorrelation-adjustment, and with simultaneous statistical inference. Programs in R and data sets on climate series, provided at the author's homepage, enable readers (statisticians, meteorologists, other natural scientists) to perform their own exercises and discover their own applications
Cataloging source
GW5XE
http://library.link/vocab/creatorDate
1943-
http://library.link/vocab/creatorName
Pruscha, Helmut
Dewey number
551.6072/7
Illustrations
illustrations
Index
index present
LC call number
QC981
LC item number
.P78 2013
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
Online Book
http://library.link/vocab/subjectName
  • Climatology
  • R (Computer program language)
  • NATURE
  • SCIENCE
  • Climatology
  • R (Computer program language)
  • Klimatologie
  • Datenanalyse
  • R
Label
Statistical analysis of climate series : analyzing, plotting, modeling, and predicting with R, Helmut Pruscha
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 171-172) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Climate series
  • Trend and season
  • Correlation : from yearly to daily data
  • Model and prediction : yearly data
  • Model and prediction : monthly data
  • Analysis of daily data
  • Spectral analysis
  • Complements
Control code
817653557
Dimensions
unknown
Extent
1 online resource (viii, 175 pages)
File format
unknown
Form of item
online
Isbn
9783642320842
Lccn
2012948180
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-32084-2
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)817653557
Label
Statistical analysis of climate series : analyzing, plotting, modeling, and predicting with R, Helmut Pruscha
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references (pages 171-172) and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • Climate series
  • Trend and season
  • Correlation : from yearly to daily data
  • Model and prediction : yearly data
  • Model and prediction : monthly data
  • Analysis of daily data
  • Spectral analysis
  • Complements
Control code
817653557
Dimensions
unknown
Extent
1 online resource (viii, 175 pages)
File format
unknown
Form of item
online
Isbn
9783642320842
Lccn
2012948180
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-32084-2
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)817653557

Library Locations

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      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
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