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Related lectures (32)
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Martingales: Definitions and Theorems
Explores martingales, adaptability, and stopping times in stochastic processes.
Martingale Convergence Theorem
Explores the proof of the martingale convergence theorem and the conditions for convergence to a random variable.
Martingales and Brownian Motion
Explores 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.
Martingale Convergence Theorem: Proof and Stopping Time
Explores the proof of the martingale convergence theorem and the concept of stopping time in square-integrable martingales.
Doob's Decomposition Theorem
Covers Doob's decomposition theorem for submartingales and explores Brownian motion properties, quadratic variation, and continuous martingales.
Sub- and Supermartingales: Theory and Applications
Explores sub- and supermartingales, stopping times, and their applications in stochastic processes.
Linear Response and Complex Diffusivity
Explores martingale-based linear response, complex diffusivity, and Nyquist relation in stochastic systems with time-dependent perturbation.
Martingales: Definitions and Properties
Explores the definitions and properties of martingales in probability theory, including key concepts and examples.
Martingales and Brownian Motion: Construction and Properties
Explores the construction and properties of a Brownian motion with continuous trajectories using Paul Lévy's method.
Martingales and Brownian Motion
Explores martingales, Brownian motion, submartingales, descents monitoring, and convergence theorems with practical examples.