Statistical Methods for Spatial Data Analysis

Name: Statistical Methods for Spatial Data Analysis
Price: 27.96 USD
Availability: InStock
ISBN: 9781584883227

ISBN-10: 1584883227

ISBN-13: 9781584883227

Edition: 2005

Authors: Oliver Schabenberger, Carol A. Gotway

List price: $145.00

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Description:

Understanding spatial statistics requires tools from applied and mathematical statistics, linear model theory, regression, time series, and stochastic processes. It also requires a mindset that focuses on the unique characteristics of spatial data and the development of specialized analytical tools designed explicitly for spatial data analysis. Statistical Methods for Spatial Data Analysis answers the demand for a text that incorporates all of these factors by presenting a balanced exposition that explores both the theoretical foundations of the field of spatial statistics as well as practical methods for the analysis of spatial data.This book is a comprehensive and illustrative treatment…

Book details

List price: $145.00
Copyright year: 2005
Publisher: CRC Press LLC
Publication date: 12/20/2004
Binding: Hardcover
Pages: 512
Size: 7.32" wide x 10.31" long x 1.26" tall
Weight: 1.892
Language: English




Introduction



Some theory on random fields



Mapped point patterns



Semivariogram and covariance function analysis and estimation



Spatial prediction and kriging



Spatial regression models



Simulation of random fields



Non-stationary covariance



Spatio-temporal processes