Courses will be given in english.
I. Fundamental Concepts
Basic concepts on Probability and Statistics
2 sessions of 1h30, Lecturer: J. Donini (LPC Clermont-Ferrand)
1 practice session of 2h00, Lecturer : T. Dorigo (INFN Padova)
Bayesian analyses concepts
2 sessions of 1h30, Lecturer: D. Greenwald (TU Munich)
1 practice session of 2h, Lecturer: D. Greenwald (TU, Munich)
II. Mutlivariate Analysis
Introduction
1 session of 1h30 Lecturer : Helge Voss (MPI Heidelberg)
Boosted Decision Tree
1 session of 1h30 Lecturer : Yann Coadou (CPPM Marseille)
Neural Network
1 session of 1h30 Lecturer : Helge Voss (MPI Heidelberg)
III. Specific aspects
Discovery limits
1 session of 1h30 Lecturer : T Dorigo (INFN Padova)
Systematic uncertainties and profiling
1 session of 1h30 Lecturer : W. Verkerke (NIKHEF Amsterdam)
2 practice sessions of 1h30: W. Verkerke (NIKHEF Amsterdam)
Monte-Carlo Generation
1 session of 1h30 Lecturer: Michel Maire (LAPP Annecy)
