Sascha Mergner - Applications of State Space Models in Finance
Universitätsverlag Göttingen | 2009 | ISBN: 3941875227 | 235 pages | PDF | 2.21 MB
An Empirical Analysis of the Time-varying Relationship between Macroeconomics, Fundamentals and Pan-European Industry Portfolios.
State space models play a key role in the estimation of time-varying sensitivities in financial markets. The objective of this book is to analyze the relative merits of modern time series techniques, such as Markov regime switching and the Kalman filter, to model structural changes in the context of widely used concepts in finance. The presented material will be useful for financial economists and practitioners who are interested in taking time-variation in the relationship between financial assets and key economic factors explicitly into account.