Econometrics of Financial High-Frequency Data
Hautsch, Nikolaus
Produktnummer:
18d157611f19624fb4988f064faa0ed2db
Autor: | Hautsch, Nikolaus |
---|---|
Themengebiete: | Financial Point Processes High-Frequency Econometrics High-Frequency Volatility Liquidity Dynamics Market Microstructure Analysis quantitative finance |
Veröffentlichungsdatum: | 29.11.2013 |
EAN: | 9783642427725 |
Sprache: | Englisch |
Seitenzahl: | 374 |
Produktart: | Kartoniert / Broschiert |
Verlag: | Springer Berlin |
Produktinformationen "Econometrics of Financial High-Frequency Data"
The availability of financial data recorded on high-frequency level has inspired a research area which over the last decade emerged to a major area in econometrics and statistics. The growing popularity of high-frequency econometrics is driven by technological progress in trading systems and an increasing importance of intraday trading, liquidity risk, optimal order placement as well as high-frequency volatility. This book provides a state-of-the art overview on the major approaches in high-frequency econometrics, including univariate and multivariate autoregressive conditional mean approaches for different types of high-frequency variables, intensity-based approaches for financial point processes and dynamic factor models. It discusses implementation details, provides insights into properties of high-frequency data as well as institutional settings and presents applications to volatility and liquidity estimation, order book modelling and market microstructure analysis.

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