Spatio-temporal models : low-rank approximation, inference and applications

In this thesis we propose new statistical models and methods relevant to two broad areas of spatial statistics, namely geostatistics and point processes. The main body of the thesis is composed of three papers. In the first paper we propose a new parametric family of models for local-valued Spatio-t...

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Bibliographic Details
Main Author: Rodrigues, Alexandre Loureiros
Published: Lancaster University 2010
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.547961