Spatial Modelling, Spatial Statistics 2 - NSTP154
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Last update: T_KPMS (13.05.2010)
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Last update: T_KPMS (13.05.2010)
The subject enables students to learn some advanced topics from spatial stochastic processes and their statistical analysis. |
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Last update: T_KPMS (13.05.2010)
Banerjee S., Carlin B. P., Gelfand A.: Hierarchical Modeling and Analysis for Spatial Data. Chapman&Hall/CRC, 2004.
Illian J., Penttinen A., Stoyan H., Stoyan D.: Statistical Analysis and Modelling of Spatial Point Patterns. Wiley, 2008.
Moller J., Waagepetersen R. P.: Statistical Inference and Simulation for Spatial Point Processes. Chapman&Hall/CRC, 2003. |
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Last update: G_M (27.05.2008)
Lecture+exercises. |
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Last update: T_KPMS (13.05.2010)
1. Marked point processes, models, estimation of characteristics, tests of independence.
2. Inhomogeneous point processes, model fitting and diagnostics.
3. Hierarchical spatial models, Bayesian statistical analysis. |