Spatial Autocorrelation
Spatial autocorrelation is defined as the relation among values of a single variable that is attributable to the geographic arrangement of areal units on a map. Spatial autocorrelation is an assessment of a variable in reference to the spatial location of the variable. It measures the level of spatial interdependence of the variable, and the nature and strength of the interdependencies. When a like value is adjacent to another, these values are described as depicting a positive spatial autocorrelation. When dissimilar values are adjacent to each other, they are described as depicting a negative spatial autocorrelation. (Griffith, 1987).
Bibliography
- Cliff A. D., and Ord J. K. , 1973: Spatial autocorrelation. London: Pion.
- Cliff A.D., and Ord J.K., 1981: Spatial Processes: Models & Applications. London: Pion.
- Griffith, D. A., 1987: Spatial Autocorrelation: A Primer. Washington, DC: American Association of Geographers.
- Goodchild, M. F., 1986: Spatial autocorrelation. Norwich, England: GeoBooks.
- Haining, R., 1990; Spatial Data Analysis in the Social and Environmental Sciences
- Lawson, A. B., and Denison, D. G., 2002: Spatial cluster modelling. Boca Raton, Fla.: Chapman & Hall/CRC.
- Odland, J., 1988: Spatial Autocorrelation. Newbury Park, California: Sage Publications.
Web Sources
- Anselin, L., 2003: An Introduction to Spatial Autocorrelation Analysis with GeoDa Luc Anselin. Spatial Analysis Laboratory, Department of Agricultural and Consumer Economics, University of Illinois, Urbana-Champaign, USA. https://geoda.uiuc.edu/pdf/spauto.pdf
- Anselin, L., Syabri, I., and Kho, Y., 2004: GeoDa: An Introduction to Spatial Data Analysis. Spatial Analysis Laboratory, Department of Agricultural and Consumer Economics, University of Illinois, Urbana-Champaign, USA. https://geoda.uiuc.edu/pdf/geodaGA.pdf
- Griffith, D. A., 1987: Provincial-Level Spatial Statistical Modelling Of The Change In Per Capita Disposable Family Income In Spain, 1975-1983. http://www.cybergeo.presse.fr/paelinck/griffith/griffith.htm
- Oliveau, S., and Guilmoto, C. Z., 2001: Spatial correlation and demography. Exploring India’s demographic patterns. UMR Géographie-cités, LPED/IRD, Paris.http://iussp2005.princeton.edu/download.aspx?submissionId=51529