Elenco seminari del ciclo di seminari
“AN INTRODUCTION TO STOCHASTIC CALCULUS FOR JUMP PROCESSES”

The objective of this 10-hour PhD course is to provide an introduction to stochastic calculus for jump processes. Starting from the main definitions and results of discontinuous stochastic processes theory, we introduce the stochastic integral with respect to finite variation processes and we investigate its main properties. Moreover, we study stochastic differential equations driven by jump processes, showing an existence and uniqueness result. Finally, we present the Doléans-Dade exponential and we study the martingale property of the stochastic integral.
Linear stochastic differential equations: the Doléans-Dade exponential. The martingale property of the stochastic integral.
Introduction to stochastic differential equations driven by pure jump processes: the predictable sigma-algebra and a well-posedness result.
Stochastic integral with respect to finite variation processes: integration by parts formula and Itô’s formula.
The Poisson point process and Watanabe theorem. Introduction to stochastic integrals with respect to finite variation processes.
Maggio
27
2024
Introduction to pure jump processes: definitions of (marked) point processes, random measures, and associated counting process.