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CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2023/2024
UPOZORNĚNÍ: Jsou dostupné studijní plány pro následující akademický rok.

Point processes

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Code Completion Credits Range
XP01BOP ZK 4 2+2
Garant předmětu:
Kateřina Helisová
Lecturer:
Kateřina Helisová
Tutor:
Kateřina Helisová
Supervisor:
Department of Mathematics
Synopsis:

Students get the basic overview on the theory of point processes, their probabilistic models, statistical analyses and applications.

Requirements:
Syllabus of lectures:

1. Introduction to point processes

2. Poisson point processes

3. Summary statistics

4. Cox processes

5. Cluster point processes

6. Hard-core point processes

7. Point processes given by a density

8. Markov point processes

9. Gibbs processes

10. MCMC simulations

11. Simulation-based inference

12. Maximum likelihood for point processes

13. Pseudo likelihood

14. Takacs-Fiksel method

Syllabus of tutorials:
Study Objective:
Study materials:

1. Moeller J., Waagepetersen R.P. (2004): Statistical inference and simulations for spatial point processes. Chapman and Hall/CRC, Boca Raton.

2. Stoyan D., Kendall W.S., Mecke J. (1995): Stochastic Geometry and Its Applications. Wiley, Chichester.

Note:
Further information:
http://math.feld.cvut.cz/helisova/01XP01BOP.html
Time-table for winter semester 2023/2024:
Time-table is not available yet
Time-table for summer semester 2023/2024:
06:00–08:0008:00–10:0010:00–12:0012:00–14:0014:00–16:0016:00–18:0018:00–20:0020:00–22:0022:00–24:00
Mon
Tue
roomJP:B1-5??
Helisová K.
09:15–10:45
(lecture parallel1)
Jugoslávských partyzánů 3
K13101 pracovna vyuč.
roomJP:B1-5??
Helisová K.
11:00–12:30
(lecture parallel1
parallel nr.101)

Jugoslávských partyzánů 3
K13101 pracovna vyuč.
Wed
Thu
Fri
The course is a part of the following study plans:
Data valid to 2024-06-16
Aktualizace výše uvedených informací naleznete na adrese https://bilakniha.cvut.cz/en/predmet3063306.html