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Advanced Statistics for Data Analysis


  • The course is usually offered in winter term.
  • In addition to the lecture, practices are offered during which problems from the lectures are being discussed and solved.
  • Please use KLIPS2.0 for finding information on dates of lectures and practices.

Learning objectives and contents of the module

Students learn advanced, specialized methods in the field of advanced statistics, analyzing real-world issues and challenges. Findings and research results of specialized theories/ methods are evaluated and discussed.

  • Potential Outcomes and Treatment Effects
  • Randomized Experiments
  • Matching Estimators
  • Regression Discontinuity
  • Instrumental Variables
  • Difference-in-Differences Estimation