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Covariance estimation via Fourier method in the presence of asynchronous trading and microstructure noise Author info | Abstract | Publisher info | Download info | Related research | Statistics S. Sanfelici
M. E. Mancino ()
We analyze the effects of market microstructure noise on the Fourier estimator of multivariate volatilities. We prove that the estimator is consistent in the case of asynchronous data and robust in the presence of microstructure noise. This result is obtained through an analytical computation of the bias and the mean squared error of the Fourier estimator and con¯rmed by Monte Carlo experiments.
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Paper provided by Department of Economics, Parma University (Italy) in its series Economics Department Working Papers with number
2008-ME01.
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Length: 40 pages
Date of creation: 2008Date of revision:
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Find related papers by JEL classification: C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions G1 - Financial Economics - - General Financial Markets
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