Handbook of Financial Time Series

The Handbook of Financial Time Series provides an up-to-date overview of the field and covers all relevant topics, both from a statistical and an econometrical point of view. Experts present, among others various aspects, the important GARCH and Stochastic Volatility classes, like for example distribution properties, estimation, forecasting and extreme value theory. The book also details processes in continuous time and cointegration since both play a very essential role in financial modeling. In addition, recent developments in nonparametric methods, copulas, structural breaks, high frequency data and many more topics are included in the handbook. Many outstanding authors have contributed to this encyclopedia, making the volume an excellent source of reference for scientists and researchers working in the field of financial time series.

From the reviews:“Academic researchers and graduate students in statistics, economics and financial engineering, Industry banking, investments and insurance. … The handbook is clearly written and provides a broad and detailed overview of the major topics within financial time series. … serves as a good reference for the financial time series methods and will be invaluable to many researchers. It also excels in giving very clear and concise description of a number of important methodologies.” (Lasse Koskinen, International Statistical Review, Vol. 78 (1), 2010)