Correcting Intraday Periodicity Bias in Realized Volatility Measures

نویسندگان

چکیده

Diurnal fluctuations in volatility are a well-documented stylized fact of intraday price data. This warrants an investigation how this periodicity (IP) affects both finite sample as well asymptotic properties several popular realized estimators daily integrated which based on functionals number returns. It turns out that most the considered study exhibit finite-sample bias due to IP, can however get negligible when returns diverges infinity. The appropriate correction factors for derived estimates IP. adequacy new corrections is evaluated by means Monte Carlo simulation and empirical example.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Intraday periodicity and volatility persistence in financial markets

The pervasive intraday periodicity in the return volatility in foreign exchange and equity markets is shown to have a strong impact on the dynamic properties of high frequency returns. Only by taking account of this strong intraday periodicity is it possible to uncover the complex intraday volatility dynamics that exists both within and across different financial markets. The explicit periodic ...

متن کامل

Estimating jumps in volatility using realized-range measures

We introduce a generalization of the Heterogeneous Autoregressive (HAR) model for estimating the presence of jumps in volatility, using the realizedrange measure as a volatility proxy. By focusing on a set of 36 NYSE stocks, we show that there is a positive probability of jumps in volatility.

متن کامل

Intraday periodicity, long memory volatility, and macroeconomic announcement effects in the US Treasury bond market

In this paper, we provide a detailed characterization of the return volatility in US Treasury bond futures contracts using a sample of 5-min returns from 1994 to 1997. We find that public information in the form of regularly scheduled macroeconomic announcements is an important source of volatility at the intraday level. Among the various announcements, we identify the Humphrey–Hawkins testimon...

متن کامل

Realized GARCH: A Joint Model for Returns and Realized Measures of Volatility∗

We introduce a new framework, Realized GARCH, for the joint modeling of returns and realized measures of volatility. A key feature is a measurement equation that relates the realized measure to the conditional variance of returns. The measurement equation facilitates a simple modeling of the dependence between returns and future volatility. Realized GARCH models with a linear or log-linear spec...

متن کامل

Modeling Gold Volatility: Realized GARCH Approach

F orecasting the volatility of a financial asset has wide implications in finance. Conditional variance extracted from the GARCH framework could be a suitable proxy of financial asset volatility. Option pricing, portfolio optimization, and risk management are examples of implications of conditional variance forecasting. One of the most recent methods of volatility forecasting is Real...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Econometrics and Statistics

سال: 2022

ISSN: ['2452-3062', '2468-0389']

DOI: https://doi.org/10.1016/j.ecosta.2021.03.002