Climate Time Series Analysis

Autor:: Manfred Mudelsee
Liczba stron:: 500
ISBN-13/EAN:: 9789048194810
ISBN-10:: 9048194814
Rok wydania:: sierpień 2010 r.
Realizacja:: ok. 7-10 dni + wysyłka

Climate Time Series Analysis, sierpień 2010 r. : Climate is a paradigm of a complex system. Analysing climate data is an exciting challenge, which is increased by non-normal distributional shape, serial dependence, uneven spacing and timescale uncertainties. This book presents bootstrap resampling as a computing-intensive method able to meet the challenge. It shows the bootstrap to perform reliably in the most important statistical estimation techniques: regression, spectral analysis, extreme values and correlation.

This book is written for climatologists and applied statisticians. It explains step by step the bootstrap algorithms (including novel adaptions) and methods for confidence interval construction. It tests the accuracy of the algorithms by means of Monte Carlo experiments. It analyses a large array of climate time series, giving a detailed account on the data and the associated climatological questions. This makes the book self-contained for graduate students and researchers.

Książki kupowane lub oglądane razem z pozycją "Climate Time Series Analysis":

Nonlinear Time Series Analysis in the Geosciences Reik V. Donner, Susana M. Barbosa
737.00 zł Nonlinear Time Series Analysis in the Geosciences
Analysis of Time Series Data in the Presence of Outliers Olanrewaju Shittu
313.00 zł This book deals with the methods of detection, and identification of outliers in time series data in the
Analysis of Climate Variability Applications of Statistical H. von Storch, A. Navarra
851.00 zł Various problems in climate research, which require the use of advanced statistical techniques, are
Climate Under Cover Takakura
426.00 zł This book gives a full description of the simulation techniques used in the greenhouse industry,
Geographical Education in a Changing World Michael Williams, John Lidstone
652.00 zł Geographical Education in a Changing World
Entropy-Based Parameter Estimation in Hydrology V. P. Singh
794.00 zł Entropy-Based Parameter Estimation in Hydrology
The Aral Sea Environment Andrey G. Kostianoy, Aleksey N. Kosarev
1413.00 zł The environmental problems in the Aral Sea region continue to worsen. This volume presents the
Characterization of the Cotton Valley Sandstones, East Texas Basin USA Tarek Elshayeb
419.00 zł The reservoir quality of the Cotton Valley sandstones is mainly controlled by depositional environment