Introduction to Modern Time Series Analysis
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Sprache:Englisch
Fr. 91.90
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Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
09.11.2014
Verlag
Springer BerlinSeitenzahl
320
Maße (L/B/H)
23.5/15.5/1.9 cm
Gewicht
5037 g
Auflage
Second Edition 2013
Sprache
Englisch
ISBN
978-3-642-44029-8
This book presents modern developments in time series econometrics that are applied to macroeconomic and financial time series, bridging the gap between methods and realistic applications. It presents the most important approaches to the analysis of time series, which may be stationary or nonstationary. Modelling and forecasting univariate time series is the starting point. For multiple stationary time series, Granger causality tests and vector autogressive models are presented. As the modelling of nonstationary uni- or multivariate time series is most important for real applied work, unit root and cointegration analysis as well as vector error correction models are a central topic. Tools for analysing nonstationary data are then transferred to the panel framework. Modelling the (multivariate) volatility of financial time series with autogressive conditional heteroskedastic models is also treated.
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