Description

Book Synopsis

Multiscale Geographically Weighted Regression (MGWR) is an important method for exploring spatial heterogeneity and modelling local spatial processes in spatial analysis. This book introduces and explains how to model continuous spatial processes within a regression framework, and serves as a hands-on resource for students and researchers.



Table of Contents

1. Introduction to Local Modeling 2. MGWR: The Essentials 3. Inference 4. Spatial and Local Modeling 5. Software for MGWR 6. Caveat Emperor! 7. A Local Analysis of Voting Behavior 8. MGWR and Other Models Incorporating Spatial Contextual Effects 9. Epilogue

Multiscale Geographically Weighted Regression

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    A Hardback by A. Stewart Fotheringham, Taylor M. Oshan, Ziqi Li

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      View other formats and editions of Multiscale Geographically Weighted Regression by A. Stewart Fotheringham

      Publisher: CRC Press
      Publication Date: 11/15/2023 12:00:00 AM
      ISBN13: 9781032564227, 978-1032564227
      ISBN10: 1032564229
      Also in:
      Technology, Engineering & Agriculture Environmental science, engineering and technology

      Description

      Book Synopsis

      Multiscale Geographically Weighted Regression (MGWR) is an important method for exploring spatial heterogeneity and modelling local spatial processes in spatial analysis. This book introduces and explains how to model continuous spatial processes within a regression framework, and serves as a hands-on resource for students and researchers.



      Table of Contents

      1. Introduction to Local Modeling 2. MGWR: The Essentials 3. Inference 4. Spatial and Local Modeling 5. Software for MGWR 6. Caveat Emperor! 7. A Local Analysis of Voting Behavior 8. MGWR and Other Models Incorporating Spatial Contextual Effects 9. Epilogue

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