A review of probability theory foundations
Ects : 6
Enseignant responsable :
- DJALIL CHAFAI
Description du contenu de l'enseignement :
- Random variables, expectations, laws, independence
- Inequalities and limit theorems, uniform integrability
- Conditioning, Gaussian random vectors
- Bounded variation and Lebegue-Stieltjes integral
- Stochastic processes, stopping times, martingales
- Brownian motion : martingales, trajectories, construction
- Wiener stochastic integral and Cameron-Martin formula