Applied Spatial Statistics and Econometrics: Data Analysis in R - Couverture rigide

Couverture rigide

ISBN 10 : 104100267X ISBN 13 : 9781041002673

Editeur : Routledge, 2026

Synopsis

Now in its second edition, Applied Spatial Statistics and Econometrics offers a modern and accessible introduction to spatial data analysis using R. Emphasising reproducibility, real-world datasets, and practical workflows, this comprehensive guide introduces spatial thinking from a critical analytical perspective, highlighting the importance of location, distance, and neighbourhood effects in shaping social and economic phenomena.

Readers are guided through foundational concepts, including spatial data structures (areal, point, and grid data), visualisation techniques, and spatial econometric models such as spatial lag, spatial error, and spatial Durbin specifications. Updates reflect the substantial evolution of spatial models and R packages, such as the transition to sf:: and terra:: packages, enhancements to spatstat:: package, new tools for spatial sampling and bootstrap, and fully reproducible analyses with complete R code. Topics include geographically weighted regression, spatial point pattern analysis, DEGURBA classification, and spatial principal component analysis.

Accompanied by datasets and complete R code on GitHub and RPubs, the book enables readers to replicate analyses and adapt methods to their own research. It is an essential resource for advanced students of econometrics, spatial planning, and regional science, as well as researchers and data scientists seeking to harness the power of spatial analysis for evidence-based insights and policy recommendations.

A propos du livre

À propos de l'auteur

Katarzyna Kopczewska is Professor of Economics at the Faculty of Economic Sciences, University of Warsaw, and Head of the Spatial Warsaw research group. She specialises in methodology of spatial analytics for geolocalised socio-economic processes.

Détails de l'édition

• Éditeur: Routledge
• Date d'édition: 2026
• Langue: anglais
• ISBN 10: 104100267X
• ISBN 13: 9781041002673
• Reliure: Relié
• Numéro d'édition: 2
• Nombre de pages: 570
• Éditeur: Kopczewska Katarzyna
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible