Stochastic processes and financial time series

The financial world is an uncertain universe where events take place every day, every hour and every second. Information arrives randomly and so do the events. Nonetheless, there are regularities and patterns in the variables to be identified, effects of a change on the variables to be assessed, and links between the variables to be established. Financial Econometrics attempts to perform analyses of these kinds through employing and developing various relevant statistical procedures.