Goals

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
Course
15h
 
TC
15h
 

Responsibles

  • Elisabeth MIRONESCU
  • Stéphane VALETTE

Language

English

Keywords

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