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Stochastic Processes

Abstract

  • Conditional Excpectation
  • Discrete time martingales
  • Doob’s optional stopping theorem
  • Marchov chain
  • Poisson process
  • Brownian motion
  • Continuous time martingales
  • Marchov Process

Stochastic Processes

Reference: Rick Durrett. Probability Theory and Examples [M]

Le Gall. Brownian Motion, Martingales, and Stochastic Calculus[M]