Auteurs : Régis Bourbonnais, Michel Terraza
Cet ouvrage développe les méthodes d'analyse des séries temporelles : méthodes standard de traitement (régression, désaisonnalisation, lissage exponentiel) et techniques plus modernes (analyse spectrale, étude de station narisation, modèles ARIMA, modèles ARCH). Ces techniques s'appliquent à diverses disciplines, telles la prévision macroéconomique, la finance, le marketing... L'alternance systématique du cours et des exercices permet une mise en pratique rapide des connaissances avec l'utilisation de logiciels. Un site internet compagnon permet au lecteur de télécharger les séries statistiques utilisées et les programmes de traitement. Cette troisième édition propose de nouveaux exercices ainsi que les développements les plus récents de la discipline.
A comprehensive guide to financial econometrics
Financial econometrics is a quest for models that describe financial time series such as prices, returns, interest rates, and exchange rates. In Financial Econometrics, readers will be introduced to this growing discipline and the concepts and theories associated with it, including background material on probability theory and statistics. The experienced author team uses real-world data where possible and brings in the results of published research provided by investment banking firms and journals. Financial Econometrics clearly explains the techniques presented and provides illustrative examples for the topics discussed.
Svetlozar T. Rachev, PhD (Karlsruhe, Germany) is currently Chair-Professor at the University of Karlsruhe. Stefan Mittnik, PhD (Munich, Germany) is Professor of Financial Econometrics at the University of Munich. Frank J. Fabozzi, PhD, CFA, CFP (New Hope, PA) is an adjunct professor of Finance at Yale University’s School of Management. Sergio M. Focardi (Paris, France) is a founding partner of the Paris-based consulting firm The Intertek Group. Teo Jasic, PhD, (Frankfurt, Germany) is a senior manager with a leading international management consultancy firm in Frankfurt.