MACS-203:Martingales and Asymptotic statistics

graduate course, Télécom Paris,

The convergence modes for random sequences will be reviewed and further developed. Convergence in law will be particularly studied. Applications in asymptotic statistics will be discussed. The theory of discrete-time martingales is an essential tool for stochastic calculus. This theory will be introduced with applications to Markov chains.