2nd Edition
Applied Spatial Statistics and Econometrics Data Analysis in R
Introduction: Reading the data and datasets description
Katarzyna Kopczewska
Chapter 1: Basic operations in the R software
Mateusz Kopyt
Chapter 2: Spatial data and classes in R
Maria Kubara and Piotr Wójcik
Chapter 3: Spatial visualisations
Katarzyna Kopczewska
Chapter 4: Spatial Data with the Web APIs
Mateusz Kopyt
Chapter 5: Spatial data processing: grids, rasters, distance measurement, tessellation, buffers and DEGURBA
Katarzyna Kopczewska and Monika Kot
Chapter 6: Spatial weights matrix and spatial statistics
Katarzyna Kopczewska and Maria Kubara
Chapter 7: Applied spatial econometrics
Katarzyna Kopczewska and Monika Kot
Chapter 8: Geographically Weighted Regression - modelling spatial heterogeneity
Kateryna Zabarina, Katarzyna Kopczewska, Monika Kot and Piotr Ćwiakowski
Chapter 9: Spatial point pattern analysis
Kateryna Zabarina
Chapter 10: Spatial sampling and bootstrapping
Katarzyna Kopczewska
Appendix: Spatial data in R packages
Biography
Katarzyna Kopczewska is Professor of Economics at the Faculty of Economic Sciences, University of Warsaw, and Head of the Spatial Warsaw research group. She specializes in methodology of spatial analytics for geo-localized socio-economic processes.
