Gaussian Markov random field spatial models in GAMLSS

This paper describes the modelling and fitting of Gaussian Markov random field spatial components within a Generalized Additive-Model for Location, Scale and Shape (GAMLSS) model. This allows modelling of any or all the parameters of the distribution for the response variable using explanatory varia...

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Bibliographic Details
Main Authors: De Bastiani, Fernanda, Rigby, Robert A., Stasinopoulos, Dimitrios, Cysneiros, Audrey H. M. A., Uribe-Opazo, Miguel A.
Format: Article
Language:English
Published: Taylor & Francis (Routledge) 2016
Subjects:
Online Access:https://repository.londonmet.ac.uk/4823/1/Gaussian%20Markov%20random%20field%20spatial%20models%20in%20GAMLSS.pdf.pdf