11.1 Stochastic processes11.2 Stochastic processes in continuous time11.3 Stochastic differential equations11.4 Stochastic integration and Itô’s lemma11.5 Stochastic processes in financial modeling11.5.1 Geometric Brownian Motion11.5.2 Generalizations11.6 Sample path generationS11.1 Probability spaces, measurability, and informationProblemsFurther readingBibliographyNotes