Statistical Data Analysis with R. Wahlpflicht Master FES; Schwerpunkt Ecosystem Analysis and Modelling + Ecosystem Sciences
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
Link zu Stud.IP