Theory and Statistical Applications of Stochastic Processes Mishura Hardback

Theory and Statistical Applications of Stochastic ProcessesAuthor(s): Yuliya Mishura, Georgiy Shevchenko\nFormat: Hardback\nPublisher: ISTE Ltd and John Wiley & Sons Inc, United Kingdom\nImprint: ISTE Ltd and John Wiley & Sons Inc\nISBN-13: 9781786300508, 978-1786300508\nSynopsis\nThis book is concerned with the theory of stochastic processes and the theoretical aspects of statistics for stochastic processes. It combines classic topics such as construction of stochastic processes, associated filtrations, processes with independent increments, Gaussian processes, martingales, Markov properties, continuity and related properties of trajectories with contemporary subjects: integration with respect to Gaussian processes, It? integration, stochastic analysis, stochastic differential equations, fractional Brownian motion and parameter estimation in diffusion models.