Victor Panaretos
EPFL SB MATH SMAT
MA B1 503 (Bâtiment MA)
Station 8
1015 Lausanne
+41 21 693 75 75
+41 21 693 25 97
Office: MA B1 503
EPFL › SB › MATH › SMAT
Website: https://smat.epfl.ch
+41 21 693 25 97
EPFL › VPA › VPA-FAC › ASC
Curriculum vitae
PhD Students
Ho Yun, Nikitas Georgakis, Ulysse Naepels
Past EPFL PhD Students
Andrea Kraus, Shahin Tavakoli, Mikael Kuusela, Yoav Zemel, Marie-Hélène Descary, Valentina Masarotto, Tomas Rubin, Tomas Masák, Laya Ghodrati, Kartik Waghmare, Leonardo Santoro
Matthieu Simeoni, Ophelia Miralles, Sonia Alouini
Courses
Linear models
Regression modelling is a fundamental tool of statistics, because it describes how the law of a random variable of interest may depend on other variables. This course aims to familiarize students with linear models and some of their extensions, which lie at the basis of more general regression model
Multivariate statistics
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
The course is an introduction to probability and statistics for physicists.
Statistics
This course provides an introduction to the mathematical treatment of the theory of statistical inference using the concept of likelihood as a unifying theme.