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Climate Time Series Analysis - Manfred Mudelsee - Springer, 2012
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Climate Time Series Analysis
Classical Statistical And Bootstrap Methods
di Manfred Mudelsee
Editore: Springer
EAN: 9789400733138
ISBN: 9400733135
Pagine: 474
Formato: Paperback
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.
Classical Statistical And Bootstrap Methods
di Manfred Mudelsee
Editore: Springer
EAN: 9789400733138
ISBN: 9400733135
Pagine: 474
Formato: Paperback
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.
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