Anisotropic Matern correlation and spatial prediction using REML

The Matérn correlation function provides great flexibility for modeling spatially correlated random processes in two dimensions, in particular via a smoothness parameter, whose estimation allows data to determine the degree of smoothness of a spatial process. The extension to include anisotropy prov...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Journal of agricultural, biological, and environmental statistics biological, and environmental statistics, 2007-06, Vol.12 (2), p.147-160
Hauptverfasser:	Haskard, K.A, Cullis, B.R, Verbyla, A.P
Format:	Artikel
Sprache:	eng
Schlagworte:	agricultural soils Agronomy. Soil science and plant productions Anisotropy Biological and medical sciences Biometrics, statistics, experimental designs, modeling, agricultural computer applications correlation Correlations Covariance Datasets electrical conductivity equations Fundamental and applied biological sciences. Psychology Generalities. Biometrics, experimentation. Remote sensing geometric anisotropy geostatistics Kriging Mathematical functions Modeling Parametric models residual maximum likelihood rice soils soil salinity spatial data Spatial models statistical analysis statistical models Statistical variance
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!