Spatial Filtering with EViews and MATLAB

Authors

  • Robert Ferstl Vienna University of Economics and Business Administration

DOI:

https://doi.org/10.17713/ajs.v36i1.317

Abstract

This article summarizes the ideas behind a few programs we developed for spatial data analysis in EViews and MATLAB. They allow the user to check for spatial autocorrelation using Moran’s I and provide a spatial filtering procedure based on the Gi statistic by Getis and Ord (1992). We have also implemented graphical tools like Moran Scatterplots for the detection of outliers or local spatial clusters.

References

Anselin, L. (1996). The Moran scatterplot as an ESDA tool to assess local instability in spatial association. In M. M. Fischer, H. J. Scholten, and D. Unwin (Eds.), Spatial Analytical Perspectives on GIS (p. 111-125). London: Taylor & Francis Ltd.

Anselin, L., Syabri, I., and Smirnov, O. (2002). Visualizing Multivariate Spatial Correlation with Dynamically Linked Windows. (URL: http://agec221.agecon.uiuc.edu/users/anselin/papers/multi lisa.pdf)

Badinger, H., Müller, W., and Tondl, G. (2004). Regional convergence in the European Union, 1985-1999: A spatial dynamic panel analysis. Regional Studies, 38, 241-253.

Ferstl, R. (2004). Werkzeuge zur Analyse räumlicher Daten – Eine Softwareimplementation in EViews und MATLAB. Unpublished master’s thesis, Wirtschaftsuniversität Wien.

Getis, A., and Ord, J. K. (1992). The analysis of spatial association by use of distance statistics. Journal of Geographical Analysis, 24, 189-206.

Getis, A., and Ord, J. K. (1995). Local spatial autocorrelation statistics: Distributional issues and an application. Journal of Geographical Analysis, 27, 286-305.

Moran, P. A. P. (1948). The interpretation of statistical maps. Journal of the Royal Statistical Society, Series B, 10, 243-51.

Tiefelsdorf, M. (2000). Modelling Spatial Processes – The Identification and Analysis of Spatial Relationships in Regression Residuals by Means of Moran’s I. Springer.

Tiefelsdorf, M. (2002). The saddlepoint approximation of Moran’s i’s and local Moran’s ii’s reference distribution and their numerical evaluation. Journal of Geographical Analysis, 34, 187-206.

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Published

2016-04-03

How to Cite

Ferstl, R. (2016). Spatial Filtering with EViews and MATLAB. Austrian Journal of Statistics, 36(1), 17–26. https://doi.org/10.17713/ajs.v36i1.317

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Section

Articles