Out of sample forecasts of quadratic variation
DOI10.1016/j.jeconom.2008.09.015zbMath1429.62648OpenAlexW2143621568MaRDI QIDQ299250
Yacine Aït-Sahalia, Loriano Mancini
Publication date: 22 June 2016
Published in: Journal of Econometrics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jeconom.2008.09.015
measurement errorhigh frequency datamarket microstructure noiserealized volatilityout of sample forecaststwo scales realized volatility
Applications of statistics to economics (62P20) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to actuarial sciences and financial mathematics (62P05) Economic time series analysis (91B84)
Related Items (24)
Cites Work
- MIDAS Regressions: Further Results and New Directions
- Predictive density estimators for daily volatility based on the use of realized measures
- Box-Cox transforms for realized volatility
- Ultra high frequency volatility estimation with dependent microstructure noise
- Edgeworth expansions for realized volatility and related estimators
- Realized volatility forecasting and market microstructure noise
- Volatility forecasting and microstructure noise
- Testing for strong serial correlation and dynamic conditional heteroskedasticity in multiple regression
- Fractionally integrated generalized autoregressive conditional heteroskedasticity
- Long memory relationships and the aggregation of dynamic models
- Asymptotic error distributions for the Euler method for stochastic differential equations
- The detection and estimation of long memory in stochastic volatility
- The dynamics of stochastic volatility: evidence from underlying and options markets
- Integration questions related to fractional Brownian motion
- Fractional {O}rnstein-{U}hlenbeck processes
- Estimating stochastic volatility diffusion using conditional moments of integrated volatility
- Log-periodogram regression of time series with long range dependence
- Long memory continuous time models
- Modeling and pricing long memory in stock market volatility
- Modeling volatility persistence of speculative returns: a new approach
- Efficient estimation of stochastic volatility using noisy observations: a multi-scale approach
- Long memory in continuous-time stochastic volatility models
- Non-Gaussian Ornstein–Uhlenbeck-based Models and Some of Their Uses in Financial Economics
- Superposition of Ornstein--Uhlenbeck Type Processes
- ON SPECTRAL SIMULATION OF FRACTIONAL BROWNIAN MOTION
- A Theory of the Term Structure of Interest Rates
- Predictive Inference for Integrated Volatility
- THE ESTIMATION AND APPLICATION OF LONG MEMORY TIME SERIES MODELS
- Sampling Returns for Realized Variance Calculations: Tick Time or Transaction Time?
- Bootstrapping Realized Volatility
- Econometric Evaluation of Linear Macro-Economic Models
- Tests for Hurst effect
- A Simple, Positive Semi-Definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix
- Simulating a class of stationary Gaussian processes using the Davies-Harte algorithm, with application to long memory processes
- Stochastic volatility as a simple generator of apparent financial power laws and long memory
- Econometric Analysis of Realized Volatility and its Use in Estimating Stochastic Volatility Models
- On the prediction of fractional Brownian motion
- Portfolio Analysis in a Stable Paretian Market
- A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options
- Correcting the Errors: Volatility Forecast Evaluation Using High-Frequency Data and Realized Volatilities
- Modeling and Forecasting Realized Volatility
- A Tale of Two Time Scales
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