Climate Time Series Analysis

Climate Time Series Analysis
Author :
Publisher : Springer Science & Business Media
Total Pages : 497
Release :
ISBN-10 : 9789048194827
ISBN-13 : 9048194822
Rating : 4/5 (27 Downloads)

Book Synopsis Climate Time Series Analysis by : Manfred Mudelsee

Download or read book Climate Time Series Analysis written by Manfred Mudelsee and published by Springer Science & Business Media. This book was released on 2010-08-26 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Climate Time Series Analysis Related Books

Climate Time Series Analysis
Language: en
Pages: 497
Authors: Manfred Mudelsee
Categories: Science
Type: BOOK - Published: 2010-08-26 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Climate is a paradigm of a complex system. Analysing climate data is an exciting challenge, which is increased by non-normal distributional shape, serial depend
Climate Analysis
Language: en
Pages: 391
Authors: Chester F. Ropelewski
Categories: Nature
Type: BOOK - Published: 2019-01-17 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Explains how climatologists have come to understand current climate variability and trends through analysis of observations, datasets and models.
Summaries of Climatological Data by Sections
Language: en
Pages: 1400
Authors: United States. Weather Bureau. Climatological Division
Categories:
Type: BOOK - Published: 1926 - Publisher:

DOWNLOAD EBOOK

Publications Catalog of the U.S. Department of Commerce
Language: en
Pages: 312
Authors: United States. Department of Commerce. Office of Publications
Categories: Government publications
Type: BOOK - Published: 1981 - Publisher:

DOWNLOAD EBOOK

Monthly Catalog of United States Government Publications
Language: en
Pages: 512
Authors: United States. Superintendent of Documents
Categories: Government publications
Type: BOOK - Published: 1988 - Publisher:

DOWNLOAD EBOOK

February issue includes Appendix entitled Directory of United States Government periodicals and subscription publications; September issue includes List of depo