Inhaltsbereich
Vorlesung und Übung: Data analysis and statistics – Overview
Lecturer
About the lecture
Time and place
Vorlesung, 2-stündigMontag 14:00 - 16:00
H206
Beginn: 17.10.22
Ende: 06.02.23
Registration via LSF
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Übungen, 2-stündig
Mittwoch, 10:00 - 12:00
Schellingstr. 4, CIP-1
Beginn: 19.10.22
Ende: 08.02.23
Registration via LSF
The following topics of data analysis and statistics will be covered, including practical exercise using the R language:
- Data types and graphical representation
- Measures of central tendency and dispersion
- Association between variables
- Basic probability theory
- Probability distributions and inferential statistics
- Statistical tests: parametric & non-parametric
- Statistical power and computation of sample size
- Linear regression
- Data classification
- Logistic regression
- Survival analysis
- Data resampling
- Data clustering