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Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height

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Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height - Vanem, Erik, and Bitner-Gregersen, Elzbieta Maria (Foreword by), and Wikle, Christopher K (Foreword by)
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This book provides an example of a thorough statistical treatment of ocean wave data in space and time. It demonstrates how the flexible framework of Bayesian hierarchical space-time models can be applied to oceanographic processes such as significant wave height in order to describe dependence structures and uncertainties in the data. This monograph is a research book and it is partly cross-disciplinary. The methodology itself is firmly rooted in the statistical research tradition, based on probability theory and ...

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Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height 2016, Springer, Berlin, Heidelberg

ISBN-13: 9783662521977

Trade paperback

Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height 2013, Springer-Verlag Berlin and Heidelberg GmbH & Co. K, Berlin

ISBN-13: 9783642302527

Hardcover