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

Book 1 of 13: Ocean Engineering & Oceanography

Vanem, Erik

 
9783642302541: Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height
Softcover
ISBN 10: 3642302548 ISBN 13: 9783642302541
Publisher: Springer, 2013

This specific ISBN edition is currently not available.

Synopsis

Preface.- Acronyms.- 1.Introduction and Background.- 2.Literature Survey on StochasticWave Models.- 3.A Bayesian Hierarchical Space-Time Model for Significant Wave Height.- 4.Including a Log-Transform of the Data.- 6.Bayesian Hierarchical Modelling of the Ocean Windiness.- 7.Application: Impacts on Ship Structural Loads.- 8.Case study: Modelling the Effect of Climate Change on the World's Oceans.- 9.Summary and Conclusions.- A.Markov Chain Monte Carlo Methods.- B.Extreme Value Modelling.- C.Markov Random Fields.- D.Derivation of the Full Conditionals of the Bayesian Hierarchical Space-Time Model for Significant Wave Height.- E.Sampling from a Multi-normal Distribution.

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Publisher
Springer
Publication date
2013
Language
English
ISBN 10 
3642302548
ISBN 13 
9783642302541
Binding
Paperback

Other Popular Editions of the Same Title

9783642302527: Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height: 2 (Ocean Engineering & Oceanography, 2)

Featured Edition

ISBN 10:  3642302521 ISBN 13:  9783642302527
Publisher: Springer, 2013
Hardcover