Ukončeno v akademickém roce 2022/2023

Spatial Statistics

Type of study	Doctoral
Language of instruction	Czech
Code	548-0926/01
Abbreviation	PST
Course title	Spatial Statistics
Credits	10
Coordinating department	Department of Geoinformatics
Course coordinator	prof. Ing. Jiří Horák, Dr.

Osnova předmětu

1. Theoretical types of spatial distribution for events
2. Methods of descriptive statistics for events
3. Inferential statistic methods for 1 type of events (monovariate methods)
4. Inferential statistic methods for more type of events (multivariate methods)
5. Hot spots, cold spots analysis
6. Spatial distribution optimization methods, locational and allocation methods.
7. Gravity theory and application for spatial applications
8. Autocorrelation assesment and anisotropy of spatial data
9. Spatial regression techniques
10. Spatiotemporal prediction

Povinná literatura

ROGERSON, P. Statistical methods for geography, 5th ed. SAGE, LA, 2019. 405 s.
GELFAND A.E., DIGGLE P.J., FUENTES M., GUTTORP P. Handbook of Spatial Statistics. Chapman & Hall/CRC, 2010.
SMITH M.J., GOODCHILD M.F., LONGLEY P.A. Geospatial Analysis. 2020. Dostupné na: http://www.spatialanalysisonline.com
WHEELER D., SHAW, G., BARR S. Statistical techniques in geographical analysis. New York, 2010. 342 s.

Doporučená literatura

LLOYD CH.: Local models for spatial analysis. CRC press. Taylor&Francis, 2011. ISBN 978-1-4398-2919-6
WALKER, J., T., MADDAN, S. Statistics In Criminology And Criminal Justice: Analysis and Interpretation. Jones & Bartlett Learning; 4 edition, 2012. 592 p.
O’SULLIVAN, D., UNWIN, D. J. Geographic Information Analysis. Wiley, 2010. 405 s.
LEE, J., WONG, D. Statistical analysis with ArcView GIS. USA, Wiley, 2001, 192 s., .

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