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MAXIMUM LIKELIHOOD ESTIMATION OF GAUSSIAN COPULA MODELS FOR GEOSTATISTICAL COUNT DATA

This work investigates the computation of maximum likelihood estimators in Gaussian copula models for geostatistical count data. This is a computationally challenging task because the likelihood function is only expressible as a high dimensional multivariate normal integral. Two previously proposed...

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Bibliografiske detaljer
Udgivet i:Commun Stat Simul Comput
Main Authors: Han, Zifei, De Oliveira, Victor
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7531414/
https://ncbi.nlm.nih.gov/pubmed/33012963
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/03610918.2018.1508705
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