Statistical Methods for Spatial Data Analysis

Gotway Carol A. Schabenberger Oliver

ISBN 10: 1584883227 / ISBN 13: 9781584883227

Edité par Taylor & Francis Group, 2004

A propos de cet article

pp. xvii + 488. N° de réf. du vendeur 18529632

Détails bibliographiques

Titre : Statistical Methods for Spatial Data Analysis

Éditeur : Taylor & Francis Group

Date d'édition : 2004

Reliure : Couverture rigide

Etat : New

A propos de ce titre

Synopsis :

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 authors deliver an outstanding treatment of semivariogram estimation and modeling, spatial analysis in the spectral domain, and 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. The book concludes with a review of simulation, non-stationary covariance, and spatio-temporal processes.

À propos de l?auteur:

Oliver Schabenberger, Carol A. Gotway