312.240 (21S) Selected Topics in Statistics (Nonparametric Bayesian Statistics)
Overview
Due to the COVID-19 pandemic, it may be necessary to make changes to courses and examinations at short notice (e.g. cancellation of attendance-based courses and switching to online examinations).
For further information regarding teaching on campus, please visit: https://www.aau.at/en/corona.
For further information regarding teaching on campus, please visit: https://www.aau.at/en/corona.
- Lecturer
- Course title german Selected Topics in Statistics (Nonparametric Bayesian Statistics)
- Type Lecture
- Course model Online course
- Hours per Week 2.0
- ECTS credits 3.0
- Registrations 13
- Organisational unit
- Language of instruction English
- Course begins on 04.03.2021
- eLearning Go to Moodle course
Time and place
Please note that the currently displayed dates may be subject to change due to COVID-19 measures.
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Course Information
Intended learning outcomes
Knowledge of basic nonparametric Bayesian computational methods
Course content
Usage of Dirichlet Processes, Gaussian Processes, etc. and their extensions as priors and models
MCMC-methods for Bayesian computation with those priors and models
Prior knowledge expected
Knowledge of Bayesian Decision Theory and/or Bayesian Statistics could be an advantage
Examination information
Im Fall von online durchgeführten Prüfungen sind die Standards zu beachten, die die technischen Geräte der Studierenden erfüllen müssen, um an diesen Prüfungen teilnehmen zu können.
Examination methodology
Oral examination
Examination topic(s)
Topics of the lecture
Grading scheme
Grade / Grade grading schemePosition in the curriculum
- Thematic Doctoral Programme Modeling-Analysis-Optimization of discrete, continuous and stochastic systems
(SKZ: ---, Version: 16W.1)
-
Subject: Modeling-Analysis-Optimization of discrete, continuous and stochastic systems
(Compulsory subject)
-
Modeling-Analysis - Optimization of discrete, continuous and stochastic systems (
0.0h XX / 0.0 ECTS)
- 312.240 Selected Topics in Statistics (Nonparametric Bayesian Statistics) (2.0h VO / 3.0 ECTS)
-
Modeling-Analysis - Optimization of discrete, continuous and stochastic systems (
0.0h XX / 0.0 ECTS)
-
Subject: Modeling-Analysis-Optimization of discrete, continuous and stochastic systems
(Compulsory subject)
- Bachelorstudium Technische Mathematik
(SKZ: 201, Version: 17W.1)
-
Subject: Angewandte Statistik
(Compulsory elective)
-
9.7 Ausgewählte Kapitel der Statistik (
2.0h VO / 3.0 ECTS)
- 312.240 Selected Topics in Statistics (Nonparametric Bayesian Statistics) (2.0h VO / 3.0 ECTS) Absolvierung im 5., 6. Semester empfohlen
-
9.7 Ausgewählte Kapitel der Statistik (
2.0h VO / 3.0 ECTS)
-
Subject: Angewandte Statistik
(Compulsory elective)
- Bachelor's degree programme Technical Mathematics
(SKZ: 201, Version: 12W.2)
-
Subject: Angewandte Statistik
(Compulsory elective)
-
Ausgewählte Kapitel der Statistik (
3.0h VU / 5.0 ECTS)
- 312.240 Selected Topics in Statistics (Nonparametric Bayesian Statistics) (2.0h VO / 3.0 ECTS)
-
Ausgewählte Kapitel der Statistik (
3.0h VU / 5.0 ECTS)
-
Subject: Angewandte Statistik
(Compulsory elective)
- Masterstudium Mathematics
(SKZ: 401, Version: 18W.1)
-
Subject: Applied Statistics
(Compulsory elective)
-
5.7 Selected Topics in Statistics (
2.0h VO / 3.0 ECTS)
- 312.240 Selected Topics in Statistics (Nonparametric Bayesian Statistics) (2.0h VO / 3.0 ECTS)
-
5.7 Selected Topics in Statistics (
2.0h VO / 3.0 ECTS)
-
Subject: Applied Statistics
(Compulsory elective)
- Masterstudium Mathematics
(SKZ: 401, Version: 18W.1)
-
Subject: Applied Mathematics
(Compulsory elective)
-
Lehrveranstaltungen aus den Vertiefungsfächern (
0.0h XX / 12.0 ECTS)
- 312.240 Selected Topics in Statistics (Nonparametric Bayesian Statistics) (2.0h VO / 3.0 ECTS)
-
Lehrveranstaltungen aus den Vertiefungsfächern (
0.0h XX / 12.0 ECTS)
-
Subject: Applied Mathematics
(Compulsory elective)
- Master's degree programme Technical Mathematics
(SKZ: 401, Version: 13W.1)
-
Subject: Angewandte Statistik
(Compulsory elective)
-
Ausgewählte Kapitel der Statistik (
3.0h VU / 5.0 ECTS)
- 312.240 Selected Topics in Statistics (Nonparametric Bayesian Statistics) (2.0h VO / 3.0 ECTS)
-
Ausgewählte Kapitel der Statistik (
3.0h VU / 5.0 ECTS)
-
Subject: Angewandte Statistik
(Compulsory elective)
- Doctoral programme Doctoral programme in Technical Sciences
(SKZ: 700, Version: 12W.4)
-
Subject: Studienleistungen gem. § 3 Abs. 2a des Curriculums
(Compulsory subject)
-
Studienleistungen gem. § 3 Abs. 2a des Curriculums (
16.0h XX / 32.0 ECTS)
- 312.240 Selected Topics in Statistics (Nonparametric Bayesian Statistics) (2.0h VO / 3.0 ECTS)
-
Studienleistungen gem. § 3 Abs. 2a des Curriculums (
16.0h XX / 32.0 ECTS)
-
Subject: Studienleistungen gem. § 3 Abs. 2a des Curriculums
(Compulsory subject)
- Doctoral programme Doctoral programme in Technical Sciences
(SKZ: 786, Version: 12W.4)
-
Subject: Studienleistungen gem. § 3 Abs. 2a des Curriculums
(Compulsory subject)
-
Studienleistungen gem. § 3 Abs. 2a des Curriculums (
16.0h XX / 32.0 ECTS)
- 312.240 Selected Topics in Statistics (Nonparametric Bayesian Statistics) (2.0h VO / 3.0 ECTS)
-
Studienleistungen gem. § 3 Abs. 2a des Curriculums (
16.0h XX / 32.0 ECTS)
-
Subject: Studienleistungen gem. § 3 Abs. 2a des Curriculums
(Compulsory subject)
Equivalent courses for counting the examination attempts
This course is not assigned to a sequence of equivalent courses