Stephan Morgenthaler

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Full Professor

stephan.morgenthaler@epfl.ch +41 21 693 42 32

EPFL SB MATH STAP
MA B1 473 (Bâtiment MA)
Station 8
CH-1015 Lausanne

Web site: Web site: https://stap.epfl.ch/

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Administrative data

Teaching & PhD

Teaching

Mathematics

PhD Programs

Doctoral Program in Mathematics

Courses

Probability

This course is an introduction to probability theory for student in the Mathematics section. Starting from the axioms of the theory, the course presents the concepts of combinatorial analysis, the notions of discrete and continuous random variables and ve...

Probabilities and statistics

This course is an introduction to probability theory and statistics. Based on the fundamental concepts of probability, it presents the notions of statistical inference and linear regression.

Robust and nonparametric statistics

In the decades from 1930 to 1950, many rank-based statistics were introduced. These methods were received with much interest, because they worked under weak conditions. Starting in the late 1950, a theory of robustness was added. The course gives an overv...

Data Analysis for Science and Engineering

An overview course intended for scientists and engineers who need to use statistical methods as part of their research, who have already attended a course at the second-year EPFL undergraduate level, and need revision and deepening of their knowledge at a...