{"product_id":"9783642430879","title":"Statistical Analysis of Climate Series: Analyzing, Plotting, Modeling, and Predicting with R","description":"\u003ch1\u003eStatistical Analysis of Climate Series: Analyzing, Plotting, Modeling, and Predicting with R\u003c\/h1\u003e \u003ch2\u003ePruscha, Helmut\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThe 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.\u003c\/p\u003e\u003cp\u003eThe 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.\u003c\/p\u003e\u003cp\u003eThe applied models are - among others - the ARIMA and GARCH model, and inhomogeneous Poisson processes.\u003c\/p\u003e\u003cp\u003eFurther, we deal with a number of special statistical topics, e.g. the problem of trend-, season- and autocorrelation-adjustment, and with simultaneous statistical inference.\u003c\/p\u003e\u003cp\u003ePrograms 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.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2014-11-09\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783642430879\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-642-32084-2\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 176\u003c\/p\u003e ","brand":"Springer Berlin Heidelberg","offers":[{"title":"Default Title","offer_id":46266487898252,"sku":"9783642430879","price":89.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783642430879.jpg?v=1775833308","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783642430879","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}