Cochrane, John H. - In: Foundations and Trends(R) in Finance 6 (2012) 3, pp. 165-219
I translate familiar concepts of discrete-time time series to contnuoustime equivalent. I cover lag operators, ARMA models, the relation between levels and differences, integration and cointegration, and the Hansen–Sargent prediction formulas.