30 mai 2016 à 3 juin 2016
Fuseau horaire Europe/Paris

Programme scientifique

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)

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