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Bayesian Computation for Log-Gaussian Cox Processes: A Comparative Analysis of Methods

The Log-Gaussian Cox Process is a commonly used model for the analysis of spatial point pattern data. Fitting this model is difficult because of its doubly-stochastic property, i.e., it is an hierarchical combination of a Poisson process at the first level and a Gaussian Process at the second level....

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Detaylı Bibliyografya
Yayımlandı:J Stat Comput Simul
Asıl Yazarlar: Teng, Ming, Nathoo, Farouk S., Johnson, Timothy D.
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2017
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC5708893/
https://ncbi.nlm.nih.gov/pubmed/29200537
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/00949655.2017.1326117
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