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Administrative data

Olivier Colin Pasche

olivier.pasche@epfl.ch https://opasche.github.io/

Research

Current Research Fields

Machine learning, Extreme value statistics, Forecasting

Teaching & PhD

Courses

Biostatistics

MATH-449

This course covers statistical methods that are widely used in medicine and biology. A key topic is the analysis of longitudinal data: that is, methods to evaluate exposures, effects and outcomes that are functions of time. While motivated by real-life problems, some of the material will be abstract

Multivariate statistics

MATH-444

Multivariate statistics focusses on inferring the joint distributional properties of several random variables, seen as random vectors, with a main emphasis on uncovering their underlying dependence structure. This course offers a broad introduction to its concepts, methods & theory

Probability and statistics

MATH-234(a)

This course covers elementary notions of probability theory and statistics, such as inference, tests, and regression.

Probability and statistics

MATH-234(b)

This course teaches the basic concepts of probability theory and statistics, such as inference, testing and regression.