Hidden Bibliographic Details
ISBN: | 9789048194827 (electronic bk.) 9048194822 (electronic bk.) 9789048194810 (print) 9048194814 (print)
|
Notes: | Includes bibliographical references (p. 397-453) and indexes. Also available in print. Description based on print version record.
|
Summary: | 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.
|
Other form: | Print version: Mudelsee, Manfred. Climate time series analysis. Dordrecht ; New York : Springer, c2010 9789048194810
|