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Asymptotics of Maximum Composite Likelihood Estimation for Geostatistical Data

Chua, Nelson Jinn-Yih


Parameter estimation and inference in a geostatistical model is often made challenging due to the strong dependence between nearby observations. For large sample sizes, maximum likelihood estimation quickly becomes computationally expensive to perform, so other estimation approaches such as maximum composite likelihood estimation have been proposed as alternatives. In this thesis, we investigate the statistical and computational performance of maximum ...[Show more]

CollectionsOpen Access Theses
Date published: 2018
Type: Thesis (Honours)
DOI: 10.25911/5c501ddaefdd1


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