High-frequency trading is an algorithm-based computerized trading practice that allows firms to trade stocks in milliseconds. Over the last fifteen years, the use of statistical and econometric methods for analyzing high-frequency financial data has grown exponentially. This growth has been...

Introduction -- Exploratory Classification of Time-Series -- Predicting the tail behaviour of financial time series exchange/Johannesburg stock exchange closing banking indices - Extreme value theory approach -- Financial Econometrics and Systemic Risk -- Monetary Policy Shocks, Financial...