Applied statistics in R

What it is about

You learn advanced statistical methods and their application in R. The course combines a supporting lecture on the statistical foundations with practical exercises in R, visualization techniques, and the analysis of real data sets. In the end, you will be able to select appropriate advanced procedures, apply them in R, and present results with advanced visualizations.

What you will be able to do

• select appropriate advanced statistical methods
• apply statistical methods in suitable analysis software (R)
• present results using advanced visualization methods

What the module consists of

• VorlesungDelivery of the statistical foundations behind the methods used
• Praktische ÜbungenIntroduction to R, visualization techniques, and application of the methods to real data
• Studentische KurzpräsentationenSummary and reflection of the learning outcomes of previous sessions

Teaching method

• Interaktive VorlesungenIntroduction and discussion of new tools in R
• Praktische ÜbungenApplying the learned methods to new problems and questions
• Kurzpräsentationen durch StudierendeConsolidation and reflection of the key learning outcomes