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Synopsis
This paper focuses on volatility of financial markets, which is one of the most important issues in finance, especially with regards to modelling high-frequency data. Risk management, asset pricing and option valuation techniques are the areas where the concept of volatility estimators (consistent, unbiased and the most efficient) is of crucial concern. Our intention was to find the best estimator of true volatility taking into account the latest investigations in finance literature. Basing on the methodology presented in previous papers on volatility estimators, we computed the various model-free volatility estimators and compared them with classical volatility estimator. In order to reveal the information set hidden in high-frequency data, we utilized the concept of realized volatility and realized range. Calculating our estimator, we carefully focused on Δ (the interval used in calculation), n (the memory of the process) and q (scaling factor). Our results revealed that the appropriate selection of Δ and n plays the crucial role in estimator efficiency, as well as its accuracy...This work was supported by the Foundation for Polish Science.
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About the Author
Robert Ślepaczuk, PhD. Assistant professor atUniversity of Warsaw. Head of Quantitative Finance program and QFRG. Quantitative fund manager at Union Investment TFI S.A.................................Grzegorz Zakrzewski. Risk management expert with8 years experience in banking industry, focused mainly on quantitative models for credit risk.
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High-Frequency and Model-Free Volatility Estimators
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LAP LAMBERT Academic Publishing Feb 2013, 2013
ISBN 10: 3844356932
ISBN 13: 9783844356939
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This paper focuses on volatility of financial markets, which is one of the most important issues in finance, especially with regards to modelling high-frequency data. Risk management, asset pricing and option valuation techniques are the areas where the concept of volatility estimators (consistent, unbiased and the most efficient) is of crucial concern. Our intention was to find the best estimator of true volatility taking into account the latest investigations in finance literature. Basing on the methodology presented in previous papers on volatility estimators, we computed the various model-free volatility estimators and compared them with classical volatility estimator. In order to reveal the information set hidden in high-frequency data, we utilized the concept of realized volatility and realized range. Calculating our estimator, we carefully focused on (the interval used in calculation), n (the memory of the process) and q (scaling factor). Our results revealed that the appropriate selection of and n plays the crucial role in estimator efficiency, as well as its accuracy.This work was supported by the Foundation for Polish Science. 60 pp. Englisch. Seller Inventory # 9783844356939
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High-Frequency and Model-Free Volatility Estimators
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High-Frequency and Model-Free Volatility Estimators
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High-Frequency and Model-Free Volatility Estimators
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High-Frequency and Model-Free Volatility Estimators
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Slepaczuk RobertRobert Slepaczuk, PhD. Assistant professor atUniversity of Warsaw. Head of Quantitative Finance program and QFRG. Quantitative fund manager at Union Investment TFI S.A.Grzegorz Zakrzews. Seller Inventory # 5475304
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High-Frequency and Model-Free Volatility Estimators
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This paper focuses on volatility of financial markets, which is one of the most important issues in finance, especially with regards to modelling high-frequency data. Risk management, asset pricing and option valuation techniques are the areas where the concept of volatility estimators (consistent, unbiased and the most efficient) is of crucial concern. Our intention was to find the best estimator of true volatility taking into account the latest investigations in finance literature. Basing on the methodology presented in previous papers on volatility estimators, we computed the various model-free volatility estimators and compared them with classical volatility estimator. In order to reveal the information set hidden in high-frequency data, we utilized the concept of realized volatility and realized range. Calculating our estimator, we carefully focused on (the interval used in calculation), n (the memory of the process) and q (scaling factor). Our results revealed that the appropriate selection of and n plays the crucial role in estimator efficiency, as well as its accuracy.This work was supported by the Foundation for Polish Science. Seller Inventory # 9783844356939
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High-Frequency and Model-Free Volatility Estimators
Published by
LAP LAMBERT Academic Publishing Feb 2013, 2013
ISBN 10: 3844356932
ISBN 13: 9783844356939
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -This paper focuses on volatility of financial markets, which is one of the most important issues in finance, especially with regards to modelling high-frequency data. Risk management, asset pricing and option valuation techniques are the areas where the concept of volatility estimators (consistent, unbiased and the most efficient) is of crucial concern. Our intention was to find the best estimator of true volatility taking into account the latest investigations in finance literature. Basing on the methodology presented in previous papers on volatility estimators, we computed the various model-free volatility estimators and compared them with classical volatility estimator. In order to reveal the information set hidden in high-frequency data, we utilized the concept of realized volatility and realized range. Calculating our estimator, we carefully focused on ¿ (the interval used in calculation), n (the memory of the process) and q (scaling factor). Our results revealed that the appropriate selection of ¿ and n plays the crucial role in estimator efficiency, as well as its accuracy.This work was supported by the Foundation for Polish Science.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 60 pp. Englisch. Seller Inventory # 9783844356939
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High-Frequency and Model-Free Volatility Estimators
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ISBN 10: 3844356932
ISBN 13: 9783844356939
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Taschenbuch. Condition: Neu. High-Frequency and Model-Free Volatility Estimators | Robert ¿Lepaczuk (u. a.) | Taschenbuch | 60 S. | Englisch | 2013 | LAP LAMBERT Academic Publishing | EAN 9783844356939 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu. Seller Inventory # 106063256