Spatial statistics and spatio-temporal data : covariance functions and directional properties
Michael Sherman
E-BOOK
Inglês
9780470974407
519.538 (Edição 22)
Chichester : Wiley, 2011.
1 online resource (xiii, 268 pages) : illustrations.
(Wiley series in probability and statistics)
Includes bibliographical references (pages 251-262) and index
Geostatistics -- Variogram and covariance models and estimation -- Spatial models and statistical inference -- Isotropy -- Space-time data -- Spatial point patterns -- Isotropy for spatial point patterns -- Multivariate spatial and spatio-temporal models -- Resampling for correlated observations
In the spatial or space-time context, specifying the correct covariance function is important to obtain efficient predictions and to understand the underlying physical process of interest. There have been several books in recent years in the general area of spatial statistics. This book focuses on...
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In the spatial or space-time context, specifying the correct covariance function is important to obtain efficient predictions and to understand the underlying physical process of interest. There have been several books in recent years in the general area of spatial statistics. This book focuses on covariance and variogram functions, their role in prediction, and the proper choice of these functions in data applications. Presenting recent methods from 2004-2007 alongside more established methodology of assessing the usual assumptions on such functions such as isotropy, separability and symmetry
Ver menos
Print version record
Spatial statistics and spatio-temporal data
(DLC) 2010029551
(OCoLC)653842643
Spatial statistics and spatio-temporal data : covariance functions and directional properties
Michael Sherman
Spatial statistics and spatio-temporal data : covariance functions and directional properties
Michael Sherman