Statistical Methods for Spatial Data Analysis
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Statistical Methods for Spatial Data Analysis
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Description
Statistical Methods for Spatial Data Analysis is a comprehensive treatment of statistical theory and methods for spatial data analysis, employing a model-based and frequentist approach that emphasizes the spatial domain. The volume delivers an up-to-date treatment of semivariogram estimation and modeling and spatial analysis in the spectral domain, as well as a thorough analysis of spatial regression, covering linear models with uncorrelated errors, linear models with spatially-correlated errors and generalized linear mixed models for spatial data and succinctly discussing Bayesian hierarchical models. It concludes with a review of simulation, non-stationary covariance and spatio-temporal processes.
Product details
- Type:
- Book
- Edition:
- 1
- Languages:
-
Original:
English
- Number of Pages:
-
508
- Publisher:
-
Chapman and Hall/CRC
- Publication Date:
-
2004-12-20
- Release Date:
-
2004-12-22
- ISBN / EAN:
-
9781584883227
- Weight:
-
1141 g
- Dimensions:
-
18/26/3 cm
- GPSR Manufacturer Reference:
-
[email protected]
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