Statistical models for spatio-temporal extrema and dependencies

This thesis develops statistical models for capturing the dependence characteristics and distributional structures of spatio-temporal data. In the first part we propose a parsimonious stochastic process model for characterising rainfall time series. It is shown that the model is sufficiently flexibl...

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Bibliographic Details
Main Author: Noven, Ragnhild Cassel
Other Authors: Veraart, Almut E. D. ; Gandy, Axel
Published: Imperial College London 2016
Subjects:
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.718400