Objectifs

The main objective of the course is to give common general basis in probability theory and statistics for engineers to all students and to introduce continuous time stochastic processes for fluid mechanics.

Programme

  1. Probability tools
  2. Monte Carlo method
  3. Statistical properties of data
  4. Inferential statistics (confidence intervals, hypothesis tests)
  5. Regression model
  6. Analysis of variance
  7. Brownian motion and Langevin equation
Cours
15h
 
TD
15h
 

Responsables

  • Elisabeth MIRONESCU
  • Stéphane VALETTE

Langue

Anglais

Mots-clés

Probability models, inferential statistics, Langevin processes, Monte Carlo method.