A note on the central limit theorem for bipower variation of general functions |
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Authors: | Silja Kinnebrock Mark Podolskij |
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Affiliation: | aOxford University, Merton College, Oxford, OX1 4JD, UK bRuhr-Universität Bochum, Fakultät für Mathematik, 44780 Bochum, Germany |
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Abstract: | In this paper we present a central limit theorem for general functions of the increments of Brownian semimartingales. This provides a natural extension of the results derived in [O.E. Barndorff-Nielsen, S.E. Graversen, J. Jacod, M. Podolskij, N. Shephard, A central limit theorem for realised power and bipower variations of continuous semimartingales, in: From Stochastic Analysis to Mathematical Finance, Festschrift for Albert Shiryaev, Springer, 2006], where the central limit theorem was shown for even functions. We prove an infeasible central limit theorem for general functions and state some assumptions under which a feasible version of our results can be obtained. Finally, we present some examples from the literature to which our theory can be applied. |
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Keywords: | Bipower variation Central limit theorem Diffusion models High-frequency data Semimartingale theory |
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