Statistical Analysis of Climate Series by Helmut Pruscha

By Helmut Pruscha

The e-book provides the appliance of statistical ways to climatological facts on temperature and precipitation. It presents particular strategies for treating sequence of each year, per month and day-by-day files. the consequences’ capability relevance within the weather context is discussed.The methodical instruments are taken from time sequence research, from periodogram and wavelet research, from correlation and relevant part research, and from specific info and event-time analysis.The utilized types are - between others - the ARIMA and GARCH version, and inhomogeneous Poisson processes.Further, we take care of a couple of precise statistical subject matters, e.g. the matter of trend-, season- and autocorrelation-adjustment, and with simultaneous statistical inference.Programs in R and knowledge units on weather sequence, supplied on the author’s homepage, let readers (statisticians, meteorologists, different normal scientists) to accomplish their very own routines and realize their very own applications.

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