Fakultät für Physik
print

Links und Funktionen

Navigationspfad


Inhaltsbereich

Vorlesung und Übung: Data analysis and statistics – Overview

Lecturer

About the lecture

Time and place

Vorlesung, 2-stündig
Montag 14:00 - 16:00
H206
Beginn: 16.10.23
Ende: 05.02.24

Registration via LSF

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


Beginn: 18.10.23
Ende: 07.02.24

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