Record Display for the EPA National Library Catalog
RECORD NUMBER: 1 OF 1Main Title | Spatial statistics and modeling / | |||||||||||
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Author | Gaetan, Carlo. | |||||||||||
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Publisher | Springer, | |||||||||||
Year Published | 2010 | |||||||||||
OCLC Number | 444390151 | |||||||||||
ISBN | 0387922563; 9780387922560; 9781461424994; 1461424992; 0387922571; 9780387922577 | |||||||||||
Subjects | Spatial analysis (Statistics) ; Spatial analysis (Statistics)--Mathematical models ; Räumliche Statistik--(DE-588)4386767-4 ; Statistisches Modell--(DE-588)4121722-6 ; Statistik--Raum (Math) ; Raum--(Math)--Statistik ; Rèaumliche Statistik | |||||||||||
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Collation | xv, 297 pages : illustrations, maps ; 24 cm. | |||||||||||
Notes | Includes bibliographical references (pages 283-291) and index. |
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Contents Notes | Second-order spatial models and geostatistics -- Gibbs-Markov random fields on networks -- Spatial point processes -- Simulation of spatial models -- Statistics for spatial models -- Simulation of random variables -- Limit theorems for random fields -- Minimum contrast estimation -- Software. Spatial statistics are useful in subjects as diverse as climatology, ecology, economics, environmental and earth sciences, epidemiology, image analysis and more. This book covers the best-known spatial models for three types of spatial data: geostatistical data, areal data and point pattern data. |