Statistical Analysis Of Climate Series
Download Statistical Analysis Of Climate Series full books in PDF, epub, and Kindle. Read online free Statistical Analysis Of Climate Series ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Statistical Analysis of Climate Series
Author | : Helmut Pruscha |
Publisher | : Springer Science & Business Media |
Total Pages | : 179 |
Release | : 2012-10-30 |
Genre | : Mathematics |
ISBN | : 3642320848 |
Download Statistical Analysis of Climate Series Book in PDF, Epub and Kindle
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.
Statistical Analysis of Climate Series Related Books
Pages: 179
Pages: 497
Pages: 213
Pages: 979
Pages: 184