Stochastic volatility (SV) is the main concept used in the fields of financial economics and mathematical finance to deal with time-varying volatility in financial markets. In this book I bring together some of the main papers which have influenced the field of the econometrics of stochastic volatility with the hope that this will allow students and scholars to place this literature in a wider context.