Fakultät für Physik

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Vorlesung und Übung: Data analysis and statistics – Overview


About the lecture

Time and place

Vorlesung, 2-stündig
Montag 14:00 - 16:00
Beginn: 18.10.21
Ende: 07.02.2022

Registration via LSF

Übungen, 2-stündig
Mittwoch, 10:00 - 12:00
Schellingstr. 4, CIP-1

Beginn: 20.10.21
Ende: 09.02.22

Registration via LSF

Lecturing in WS2021/22 will be again in presence (until this will be possible in accordance with local regulations, and unless stated otherwise on the lecture website and during classes)

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