Week 6 - ESDA
Slides
To do before class
- Lecture on “Spatial Autocorrelation (Background)” by Luc Anselin. [Part I][Part II]
- (Anselin, 1996) reviews the use of the Moran plot as an ESDA tool (pdf).
- (Symanzik, 2014) introduces the main concepts behind ESDA.
- (Haining, 2014) is a good historical perspective of the origins and motivations behind most of global and local measures of spatial autocorrelation.
References
- Anselin, L. (1996). The Moran scatterplot as an ESDA tool to assess local instability
in spatial association. Spatial Analytical Perspectives on GIS, 111, 111–125.
- Haining, R. (2014). Spatial Data and Statistical Methods: A Chronological Overview. In Handbook of Regional Science (pp. 1277–1294). Springer.
- Symanzik, J. (2014). Exploratory Spatial Data Analysis. In Handbook of Regional Science (pp. 1295–1310). Springer.