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Spatial Data Analysis

Spatial Data Analysis
548-0044/01
čeština Spatial Data Analysis
548-0044/02
čeština Spatial Data Analysis
548-0044/03
čeština Spatial Data Analysis
548-0044/04
čeština Spatial Data Analysis
548-0044/05
čeština Spatial Data Analysis
548-0044/06
čeština Spatial Data Analysis
548-0044/07
angličtina Spatial Data Analysis
548-0044/08
čeština Spatial Data Analysis
548-0044/09
angličtina

Summary

The subject represents an advanced course of spatial analytical methods. It contains descriptive statistics for dots, circular statistics, methods of modelling of spatial distribution of events, inferential methods to analyse randomness of single dots as well as multiple events, explains basic terms of the graph theory, indicators used for local and global description of networks namely social networks, it introduces to the evaluation of transport accessibility, it explains selected tasks in graphs, basic methods for locational and alocational tasks, utilization of gravity theory, introduces selected analysis for areal data and multivariate techniques for spatial data, a basic predictive model for categorised variables using the logistic regression.

Literature

Hilbe, J.M. Practical guide to logistic regression. CRC Press/Taylor & Francis, Boca Raton, 2016. S. 158. ISBN 978-1-4987-0957-6 
Newman, M. Networks: an introduction. Oxford University Press. 2010
Rogerson, P. Statistical methods for geography, 5th ed. SAGE, LA, 2019. S. 405. ISBN 978-1-5264-9880-
Smith M.J., Goodchild M.F., Longley P.A. Geospatial Analysis. 2011. Dostupné na http://www.spatialanalysisonline.com

Advised literature

Anselin L., Florax R., Rey S. (Eds.): Advances in Spatial Econometrics. Springer, 2004, pp. 51, 3ISBN 3540437290.
Barabási, A.: Network Science. The Barabási-Albert Model. 2012. Dostupné na http://barabasi.com/f/622.pdf
Batschelet, E.: Circular Statistics in Biology. Academic Press, 1981, London.
Hosmer, D.W., Lemeshow, S., Sturdivant, R.X.. Applied logistic regression, Third edition. ed, Wiley series in probability and statistics. Wiley, 2013. S. 528. ISBN 978-1-118-54835-6 


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Language of instruction čeština, čeština, čeština, čeština, čeština, čeština, angličtina, čeština, angličtina
Code 548-0044
Abbreviation PAD
Course title Spatial Data Analysis
Coordinating department Department of Geoinformatics
Course coordinator prof. Ing. Jiří Horák, Dr.