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Model-based Geostatistics

Geostatistics is concerned with estimation and prediction problems for spatially continuous phenomena, using data obtained at a limited number of spatial locations. The name reflects its origins in mineral exploration, but the methods are now used in a wide range of settings including public health...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Diggle, Peter (Autor), Ribeiro, Paulo Justiniano (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2007.
Edición:1st ed. 2007.
Colección:Springer Series in Statistics,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • An overview of model-based geostatistics
  • Gaussian models for geostatistical data
  • Generalized linear models for geostatistical data
  • Classical parameter estimation
  • Spatial prediction
  • Bayesian inference
  • Geostatistical design.