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25 Remote Warehouse Environmental Studies- General

This title in other editions

Statistical Analysis of Climate Series: Analyzing, Plotting, Modeling, and Predicting with R

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Statistical Analysis of Climate Series: Analyzing, Plotting, Modeling, and Predicting with R Cover

 

Synopses & Reviews

Publisher Comments:

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.

Synopsis:

This 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.

About the Author

Helmut Pruscha, Professor for Mathematics, has served as Academic Director at the University of Munich's Institute of Mathematics. Before doing so, he had worked for many years as a statistician at a Max-Planck-Institute for neurobiology. His research interests include topics concerning applied statistics and mathematical statistics, especially categorical time series and point processes. He has published several textbooks in German.

Table of 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.- Appendices: A: Excerpt from Climate Data Sets.- B: Some Aspects of Time Series.- C:Categorical Data Analysis-

Product Details

ISBN:
9783642320835
Author:
Pruscha, Helmut
Publisher:
Springer
Subject:
Environmental Studies-General
Subject:
Statistics
Subject:
Climate Series
Subject:
Computing in R
Subject:
Statistical analysis
Subject:
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
Subject:
Statistical Theory and Methods
Subject:
Climate change
Subject:
Statistics and Computing/Statistics Programs
Subject:
Meteorology/Climatology
Subject:
atmospheric sciences
Subject:
Climatology
Copyright:
Edition Description:
2012
Publication Date:
20121102
Binding:
HARDCOVER
Language:
English
Pages:
183
Dimensions:
235 x 155 mm

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Related Subjects


Science and Mathematics » Environmental Studies » General
Science and Mathematics » Mathematics » Probability and Statistics » General
Science and Mathematics » Mathematics » Probability and Statistics » Statistics
Science and Mathematics » Mathematics » Software
Science and Mathematics » Physics » Meteorology

Statistical Analysis of Climate Series: Analyzing, Plotting, Modeling, and Predicting with R New Hardcover
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$118.50 In Stock
Product details 183 pages Springer - English 9783642320835 Reviews:
"Synopsis" by , This 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.
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