Geographically Weighted Regression
The Analysis of Spatially Varying Relationships
1st Edition
Published on 29. August 2002
Book
Hardback
288 pages
978-0-471-49616-8 (ISBN)
Description
Geographical Weighted Regression (GWR) is a new local modellingtechnique for analysing spatial analysis. This technique allowslocal as opposed to global models of relationships to be measuredand mapped. This is the first and only book on this technique,offering comprehensive coverage on this new 'hot' topic in spatialanalysis.
* Provides step-by-step examples of how to use the GWR model usingdata sets and examples on issues such as house price determinants,educational attainment levels and school performance statistics
* Contains a broad discussion of and basic concepts on GWR throughto ideas on statistical inference for GWR models
* uniquely features accompanying author-written software thatallows users to undertake sophisticated and complex forms of GWRwithin a user-friendly, Windows-based, front-end (see book fordetails).
* Provides step-by-step examples of how to use the GWR model usingdata sets and examples on issues such as house price determinants,educational attainment levels and school performance statistics
* Contains a broad discussion of and basic concepts on GWR throughto ideas on statistical inference for GWR models
* uniquely features accompanying author-written software thatallows users to undertake sophisticated and complex forms of GWRwithin a user-friendly, Windows-based, front-end (see book fordetails).
Reviews / Votes
"...this excellent volume..." (Geomatics World, July/August 2003)More details
Language
English
Place of publication
New York
United States
Target group
College/higher education
Professional and scholarly
Product notice
sewn/stitched
Cloth over boards
Dimensions
Height: 260 mm
Width: 183 mm
Thickness: 20 mm
Weight
736 gr
ISBN-13
978-0-471-49616-8 (9780471496168)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
A. Stewart Fotheringham | Chris Brunsdon | Martin Charlton
Geographically Weighted Regression
The Analysis of Spatially Varying Relationships
E-Book
11/2002
1st Edition
Wiley
€134.99
Available for download
Persons
A. Stewart Fotheringham, Professor of Quantitative Geography, University of Newcastle. Chris Brunsdon, Senior Lecturer in Spatial Analysis, University of Newcastle. Martin Charlton, Lecturer in Geographical Information Systems, University of Newcastle.
Content
Acknowledgements xi 1. Local Statistics and Local Models for Spatial Data 1
2. Geographically Weighted Regression: The Basics 27
3. Extensions to the Basic GWR Model 65
4. Statistical Inference and Geographically Weighted Regression 83
5. GWR and Spatial Autocorrelation 103
6. Scale Issues and Geographically Weighted Regression 127
7. Geographically Weighted Local Statistics 159
8. Extensions of Geographically Weighting 187
9. Software for Geographically Weighted Regression 207
Epilogue 241
Bibliography 255
Index 267
2. Geographically Weighted Regression: The Basics 27
3. Extensions to the Basic GWR Model 65
4. Statistical Inference and Geographically Weighted Regression 83
5. GWR and Spatial Autocorrelation 103
6. Scale Issues and Geographically Weighted Regression 127
7. Geographically Weighted Local Statistics 159
8. Extensions of Geographically Weighting 187
9. Software for Geographically Weighted Regression 207
Epilogue 241
Bibliography 255
Index 267