Statistical Data Analysis with R. Wahlpflicht Master FES; Schwerpunkt Ecosystem Analysis and Modelling + Ecosystem Sciences |
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Veranstaltungstyp: Vorlesung mit Übung |
Ort: (CIP-Raum I (Forst Büsgenweg 4 (1620))) |
Semester: WiSe 2024/25 |
Zeiten: Mi. 14:15 - 16:00 (wöchentlich),
Do. 14:15 - 16:00 (wöchentlich) Erster Termin: Mittwoch, 23.10.2024 14:15 - 16:00, Ort: (CIP-Raum I (Forst Büsgenweg 4 (1620))) |
Veranstaltungsnummer: 700531 |
Lernorganisation: * Import data into a statistics software and perform an explorative data analysis
* Display data graphically
* Select appropriate statistical approaches or models for data analysis
* Discuss the advantages and disadvantages of statistical approaches or models
* Apply statistical approaches or models to given data
* Explain and test assumptions of statistical approaches or models
* Interpret the results of the data analysis
* Suggest meaningful follow-up analyses |
Leistungsnachweis: Presentation (approx. 15 min.) with written outline (max. 10 pages) |
Sonstiges: Introduction to R as programming language for beginners, always including introduction to theory and to practical implementation in R.
We cover statistical data analysis including:
* explorative data analysis
* plotting
* basic tests (t, F, non-parametric)
* ANOVA
* simple linear regression
* multiple regression
* analysis of residuals
* ANCOVA
* non-linear regression
* glms with focus on logistic regression
* short introduction to tidyverse and ggplot |
Weitere Informationen aus Stud.IP zu dieser Veranstaltung |
Heimatinstitut: Abteilung Ökosystemmodellierung
In Stud.IP angemeldete Teilnehmer: 12
Anzahl der Postings im Stud.IP-Forum: 2
Anzahl der Dokumente im Stud.IP-Downloadbereich: 102
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