Spatial statistics and spatio-temporal data :
Sherman, Michael, 1963-
Spatial statistics and spatio-temporal data : covariance functions and directional properties / Michael Sherman. - 1 online resource (xiii, 268 pages) : illustrations. - Wiley series in probability and statistics . - 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 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.
9780470974407 0470974400 9780470974391 0470974397 9780470974926 0470974923 9781283858687 1283858681
10.1002/9780470974391 doi
10.1002/9780470974391 Wiley InterScience http://www3.interscience.wiley.com
Analysis of covariance.
Spatial analysis (Statistics)
Space and time.
Mathematics.
MATHEMATICS--Probability & Statistics--General.
Analysis of covariance.
Space and time.
Spatial analysis (Statistics)
Electronic books.
QA279 / .S54 2010 QA278.2 / .S497 2011eb
519.538
Spatial statistics and spatio-temporal data : covariance functions and directional properties / Michael Sherman. - 1 online resource (xiii, 268 pages) : illustrations. - Wiley series in probability and statistics . - 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 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.
9780470974407 0470974400 9780470974391 0470974397 9780470974926 0470974923 9781283858687 1283858681
10.1002/9780470974391 doi
10.1002/9780470974391 Wiley InterScience http://www3.interscience.wiley.com
Analysis of covariance.
Spatial analysis (Statistics)
Space and time.
Mathematics.
MATHEMATICS--Probability & Statistics--General.
Analysis of covariance.
Space and time.
Spatial analysis (Statistics)
Electronic books.
QA279 / .S54 2010 QA278.2 / .S497 2011eb
519.538