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11-02-1181 Statistische Methoden in den Geowissenschaften · TUPlan

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11-02-1181

Statistische Methoden in den Geowissenschaften

FB11 Material- und Geowissenschaften · Offered in WiSe 2025/26

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Weekly sessions · WiSe 2025/26

Wed08:30–11:45B201/20 · Vorlesung und Übung

Parts

11-02-1181-vuLecture with exercise4 contact h/week

Language: Deutsch
Taught by: Prof. Dr. rer. nat. Denise Degen

Course content

Beschreibende Statistik; Wahrscheinlichkeitsverteilungen; statistische Tests; statistische Schlüsse über Kenngrößen von Verteilungen; Mittelwertvergleiche; Varianzanalyse; Korrelation; einfache und multiple Regression; Hauptkomponentenanalyse; Übersicht über weitere multivariate Verfahren (Clusteranalyse, Faktoranalyse) sowie Zeitreihenanalyse, Geostatistik und Analyse von Kompositionsdaten; begleitet durch praktische Anwendungen in Form von Python-Notebooks; EInführung in Pythonprogrammierung.

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