An introduction to continuous-time stochastic processes: theory, models, and applications to finance, biology, and medicine

Markov processes for stochastic modeling / Olivier C. Ibe

Applied stochastic processes and control for Jump-diffusions: modeling, analysis, and computation

Theory of stochastic differential equations with jumps and applications : mathematical and analytical techniques with applications to engineering

Econometrics of financial high-frequency data