Книга: Robert Slepaczuk and Grzegorz Zakrzewski «High-Frequency and Model-Free Volatility Estimators»

High-Frequency and Model-Free Volatility Estimators

Производитель: "LAP Lambert Academic Publishing"

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... ISBN:9783844356939

Издательство: "LAP Lambert Academic Publishing" (2013)

ISBN: 9783844356939

См. также в других словарях:

  • Mixture model — See also: Mixture distribution In statistics, a mixture model is a probabilistic model for representing the presence of sub populations within an overall population, without requiring that an observed data set should identify the sub population… …   Wikipedia

Поделиться ссылкой на выделенное

Прямая ссылка:
Нажмите правой клавишей мыши и выберите «Копировать ссылку»