Continuous-Time Models and Discrete Observations for Financial Data

We introduce continuous-time financial models and the stochastic processes of diffusions and jumps. This chapter reviews recent developments in mathematical finance and financial econometrics and then summarizes the basic financial problems that motivate the SIML estimation in this book.