Spatial Statistics and Modeling

• Main Authors: Gaetan, Carlo (Author), Guyon, Xavier (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2010.
• Series: Springer Series in Statistics,
• Subjects: Mathematics.; Earth sciences.; Probabilities.; Statistics.; Environmental sciences.; Econometrics.; Probability Theory and Stochastic Processes.; Statistical Theory and Methods.; Earth Sciences, general.; Math. Appl. in Environmental Science.

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 (stationarity, intrinsic models, vario...

Table of Contents:

• Second-order spatial models and geostatistics
• Gibbs-Markov random fields on networks
• Spatial point processes
• Simulation of spatial models
• Statistics for spatial models.