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Titlebook: Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height; Erik Vanem Book 2013 Springer-Verlag Berlin Heidelber

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https://doi.org/10.1007/978-3-642-30253-462P12, 60K40, 86A32, 60H30, 60G15; Bayesian hierarchical modelling; Climate change; Ocean waves; Probabi
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978-3-662-52197-7Springer-Verlag Berlin Heidelberg 2013
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Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height978-3-642-30253-4Series ISSN 2194-6396 Series E-ISSN 2194-640X
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Including a Log-Transform of the Data,here are two main motivations for this; performing a log-transform of the data yields a model with greater estimated trends for rougher sea states compared to more moderate conditions and the log-transform could account for observed heteroscedasticity in the data. This chapter is based on material previously presented in [., .].
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Bayesian Hierarchical Modeling of the Ocean Windiness, significant wave height is not due to an increase in locally generated wind waves, but rather to increased swell. This observation is also consistent with studies that have suggested a poleward shift of the main storm tracks.
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Book 2013tal structures. Furthermore, the book addresses the question of whether climate change has an effect of the ocean wave climate, and if so what that effect might be. Thus, this book is an important contribution to the ongoing debate on climate change, its implications and how to adapt to a changing c
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