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Bayesian Spatial Point Process Modeling of

✍ Scribed by Aki Niemi; Carmen Fernández


Book ID
107693441
Publisher
Springer-Verlag
Year
2010
Tongue
English
Weight
486 KB
Volume
15
Category
Article
ISSN
1085-7117

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Bayesian modeling for large spatial data
✍ Sudipto Banerjee; Montserrat Fuentes 📂 Article 📅 2011 🏛 Wiley (John Wiley & Sons) 🌐 English ⚖ 326 KB

## Abstract We focus upon flexible Bayesian hierarchical models for scientific data available at geo‐coded locations. Investigators are increasingly turning to spatial process models to analyze such datasets. These models are customarily estimated using Markov Chain Monte Carlo (MCMC) methods, whic