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Teilleistung
Introduction to Bayesian Statistics for Analyzing Data [T-WIWI-110918]
Teilleistungsart
Prüfungsleistung anderer ArtLeistungspunkte
4.5Turnus
Jedes SemesterVersion
2Verantwortung
Einrichtung
- KIT-Fakultät für Wirtschaftswissenschaften
Bestandteil von
- Modul Data Science: Data-Driven Information Systems | Wirtschaftsingenieurwesen (M.Sc.)
- Modul Data Science: Data-Driven Information Systems | Technische Volkswirtschaftslehre (M.Sc.)
- Modul Data Science: Data-Driven Information Systems | Digital Economics (M.Sc.)
- Modul Data Science: Data-Driven Information Systems | Wirtschaftsinformatik (M.Sc.)
- Modul Data Science: Data-Driven Information Systems | Informationswirtschaft (M.Sc.)
Veranstaltungen
| Kursnummer | Name | SWS | Typ |
|---|---|---|---|
| SS23 2500016 | Bayesian Statistics for Analyzing Data | Vorlesung (V) | |
| WS23 2500025 | Bayesian Statistics for Analyzing Data | 2 | Seminar (S) |
Prüfungen
| Kursnummer | Name | Termine |
|---|---|---|
| SS20 7900251 | Introduction to Bayesian Statistics for Analyzing Data |
Erfolgskontrolle(n)
Grades will be based on active participation (50%) and homework assignments (50%).
Voraussetzungen
Participants should already have a basic knowledge of R and standard frequentist statistical tests. Please bring your own Laptop with you as we will be using R for several hands-on examples and exercises during the class. We will mainly work with the book “Statistical Rethinking. A Bayesian Course with Examples in R and Stan” by Richard McElrath. Students are advised to obtain the book before the class starts.
Anmerkungen
Due to its interactive nature, the number of participants will be limited.