PL EN


2014 | 15 | 2 | 188-197
Article title

APPLICATION OF SPATIAL TECHNIQUES FOR PANEL DATA ANALYSIS OF AGRICULTURAL REAL ESTATE MARKET IN THE YEARS 2004 – 2012

Content
Title variants
Languages of publication
EN
Abstracts
EN
In the economic studies models based on panel data are increasingly used. The standard panel models are composed of a cross-section character of the data in the time, but do not include the interaction associated with the location of objects in the geographic space. Spatial panel models are based on the information contained cross-section data in the time with regard to space. The paper proposes a different approach to the changes in time on the basis of spatial matrix weight. The aim of this study was to show the possibility to apply spatial weights matrix with particular consideration of time. Data for the analysis came from the database of the CSO and the ARMA in period 2004-2012. In addition to working methods of spatial statistics classical taxonomic methods were also used to obtain a distance matrix.
Year
Volume
15
Issue
2
Pages
188-197
Physical description
Dates
published
2014
Contributors
  • KERiMSG, Division of Quantitative Methods Warsaw University of Life Sciences – SGGW
References
  • Anselin, L. (1996), The Moran Scatterplot as an ESDA Tool to Assess Local Instability in Spatial Association, in M. Fischer, H. Scholten, and D. Unwin, eds., Spatial Analytical Perspectives on GIS, London: Taylor and Francis, s. 111–125
  • Anselin L. (2001): Spatial econometrics, Oxford, Basil Blackwell
  • Bivand R. S., Pebesma E., Gómez-Rubio V. (2013): Applied spatial data analysis with R, Springer, London
  • Conley T. G. (1999): GMM estimation with cross selection dependence, Journal of Econometrics, 92(1), s. 1 – 45
  • Doreian P. (1980): Linear models with spatial distributed data. Spatial disturbances or spatial effects, Sociological Methods and Research, 9, 29 – 60
  • Elhorst J.P. (2003): Specification and estimation of spatial panel data models, International Science Review, nr 26(3), s. 224-268
  • Pietrzykowski R. (2011): Koncepcja i zastosowanie modyfikacji macierzy wag w przestrzennych badaniach ekonomicznych, Metody ilościowe w badaniach ekonomicznych. Vol. 12, nr 2 / red. Bolesław Borkowski s. 270-278
  • Pietrzykowski R. (2013): Agricultural land market in Poland and the European Union, Economic Science for Rural Development. Proceedings of the International Scientific Conference 2013, nr 32, s. 76-82
  • Suchecka J. (2014): Statystyka przestrzenna. Metody analiz struktur przestrzennych, Wydawnictwo C.H. Beck Warszawa
Document Type
Publication order reference
Identifiers
YADDA identifier
bwmeta1.element.desklight-3f79b258-b29d-4cd3-910b-85d8a13542f5
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