Doob's Decomposition TheoremCovers Doob's decomposition theorem for submartingales and explores Brownian motion properties, quadratic variation, and continuous martingales.
Martingales and Brownian MotionExplores the concept of martingales and their relation to Brownian motion through symmetric simple random walks and discusses the potential positive outcomes from the current crisis.
Martingales and Brownian MotionExplores martingales, Brownian motion, submartingales, descents monitoring, and convergence theorems with practical examples.
Martingale ConvergenceExplores martingale convergence, discussing the conditions for convergence and variance in martingales.
Fokker-Planck EquationsExplores Fokker-Planck equations, escape rates, and first passage time analysis in statistical physics.