This exciting volume presents cutting-edge developments in high frequency financial econometrics, spanning a diverse range of topics: stochastic modeling, statistical analysis of high-frequency data, models in econophysics, applications to the analysis of high-frequency data, systems and complex...

Modern financial management is largely about risk management, which is increasingly data-driven. The problem is how to extract information from the data overload. It is here that advanced statistical and machine learning techniques can help. Accordingly, finance, statistics, and data analytics...

A comprehensive look at the tools and techniques used in quantitative equity management Some books attempt to extend portfolio theory, but the real issue today relates to the practical implementation of the theory introduced by Harry Markowitz and others who followed. The purpose of this book is...

chapter 1 Introduction -- chapter 2 Elements of Probability -- chapter 3 Statistical Inference -- chapter 4 Various Statistical Methods -- chapter 5 Stochastic Processes -- chapter 6 Time Series Analysis -- chapter 7 Introduction to Statistical Financial Engineering -- chapter 8 Term Structure...