Probability Surveys · 2006 · 93 citations · 22 references
EngineeringMathematicsProbability TheoryStochastic ModelingStochastic ProcessesBrownian MotionContinuous-time Stochastic ProcessesDiffusion ProcessesMarkov ChainsMarkov ProcessesStochastic CalculusLévy - Itô DecompositionStationary Random ProcessesStochastic Process Analysis
This text is a survey of the general theory of stochastic processes, with a view towards random times and enlargements of filtrations. The first five chapters present standard materials, which were developed by the French probability school and which are usually written in French. The material presented in the last three chapters is less standard and takes into account some recent developments.
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Diffusion Processes and their Sample Paths.
G. F. Newell, Kanae Ito, H. P. McKean · American Mathematical Monthly · 1968 · 1.1K citations
Robert J. Elliott, Monique Jeanblanc, Marc Yor · Mathematical Finance · 2000 · 243 citations · Full text