Spatial Statistics and Modeling

• Main Authors: Gaetan, Carlo. (Author), Guyon, Xavier. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: New York, NY : Springer New York, 2010.
• Series: Springer Series in Statistics,
• Subjects: Statistics.; Mathematical geography.; Distribution (Probability theory).; Mathematical statistics.; Environmental sciences.; Econometrics.; Statistical Theory and Methods.; Probability Theory and Stochastic Processes.; Mathematical Applications in Earth Sciences.; Math. Appl. in Environmental Science.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-0-387-92257-7

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.