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The Fourier estimator of Malliavin and Mancino depends on both sample size and a so-called cutting frequency. The latter controls the number of Fourier coefficients to be included, and it also determines how the Fourier estimator responds to market microstructure noise. By examining the finite...
Persistent link: https://www.econbiz.de/10010776995
The paper introduces a new nonparametric estimator of the spectral density that is given in smoothing the periodogram …
Persistent link: https://www.econbiz.de/10009002084
Motivated by a recent paper of Caiado et al. (2009), we investigate testing problems for spectral densities of time series with unequal sample sizes. We thereby focus on analyzing their mathematical properties and illustrate our results in a small simulation study.
Persistent link: https://www.econbiz.de/10011039786
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Xiu and Jin (2007) [39], where long-memory FARIMA processes with Gaussian noise were suggested as well fitted to the data …
Persistent link: https://www.econbiz.de/10011063064
The paper is concerned with the estimation of the long memory parameter in a conditionally heteroskedastic model proposed by Giraitis, Robinson and Surgailis (1999). We consider methods based on the partial sums of the squared observations which are similar in spirit to the classical R/S...
Persistent link: https://www.econbiz.de/10010310015
The paper is concerned with the estimation of the long memory parameter in a conditionally heteroskedastic model proposed by Giraitis, Robinson and Surgailis (1999). We consider methods based on the partial sums of the squared observations which are similar in spirit to the classical R/S...
Persistent link: https://www.econbiz.de/10010956357
The salient properties of large empirical covariance and correlation matrices are studied for three datasets of size 54, 55 and 330. The covariance is defined as a simple cross product of the returns, with weights that decay logarithmically slowly. The key general properties of the covariance...
Persistent link: https://www.econbiz.de/10009214957