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Zoekopdracht: faculteit: "FEB" en publicatiejaar: "2010"

AuteursK. Christensen, R.C.A. Oomen, M. Podolskij
TitelRealised quantile-based estimation of the integrated variance
TijdschriftJournal of Econometrics
Jaargang159
Jaar2010
Nummer1
Pagina's74-98
ISSN03044076
FaculteitFaculteit Economie en Bedrijfskunde
Instituut/afd.FEB: Research Institute in Economics and Econometrics Amsterdam (RESAM)
SamenvattingIn this paper, we propose a new jump-robust quantile-based realised variance measure of ex post return variation that can be computed using potentially noisy data. The estimator is consistent for the integrated variance and we present feasible central limit theorems which show that it converges at the best attainable rate and has excellent efficiency. Asymptotically, the quantile-based realised variance is immune to finite activity jumps and outliers in the price series, while in modified form the estimator is applicable with market microstructure noise and therefore operational on high-frequency data. Simulations show that it has superior robustness properties in finite sample, while an empirical application illustrates its use on equity data.
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