Methods for preferential sampling in geostatistics

Preferential sampling in geostatistics occurs when the locations at which observations are made may depend on the spatial process that underlines the correlation structure of the measurements. We show that previously proposed Monte Carlo estimates for the likelihood function may not be approximating...

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Veröffentlicht in:	Journal of the Royal Statistical Society Series C: Applied Statistics 2019-01, Vol.68 (1), p.181-198
Hauptverfasser:	Dinsdale, Daniel, Salibian-Barrera, Matias
Format:	Artikel
Sprache:	eng
Schlagworte:	Approximation Correlation analysis Geostatistics Laplace approximation Monte Carlo simulation Numerical methods Point processes Preferential sampling Sampling Sampling methods Template model builder
Online-Zugang:	Volltext
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