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Spatial Statistics and Geostatistics

Theory and Applications for Geographic Information Science and Technology

Language EnglishEnglish
Book Hardback
Book Spatial Statistics and Geostatistics Yongwan Chun
Libristo code: 04799152
Publishers SAGE Publications Ltd, January 2013
"Ideal for anyone who wishes to gain a practical understanding of spatial statistics and geostatisti... Full description
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"Ideal for anyone who wishes to gain a practical understanding of spatial statistics and geostatistics. Difficult concepts are well explained and supported by excellent examples in R code, allowing readers to see how each of the methods is implemented in practice" - Professor Tao Cheng, University College London Focusing specifically on spatial statistics and including components for ArcGIS, R, SAS and WinBUGS, this book illustrates the use of basic spatial statistics and geostatistics, as well as the spatial filtering techniques used in all relevant programs and software. It explains and demonstrates techniques in: * spatial sampling * spatial autocorrelation * local statistics * spatial interpolation in two-dimensions * advanced topics including Bayesian methods, Monte Carlo simulation, error and uncertainty. It is a systematic overview of the fundamental spatial statistical methods used by applied researchers in geography, environmental science, health and epidemiology, population and demography, and planning. A companion website includes digital R code for implementing the analyses in specific chapters and relevant data sets to run the R codes.

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About the book

Full name Spatial Statistics and Geostatistics
Language English
Binding Book - Hardback
Date of issue 2013
Number of pages 200
EAN 9781446201732
ISBN 1446201732
Libristo code 04799152
Weight 410
Dimensions 170 x 242 x 20
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