Bipower volatility
WebFeb 29, 2008 · Its robustness property means that if we have a stochastic volatility plus infrequent jumps process, then the difference between realized variance and realized bipower variation estimates the quadratic variation of the jump component. WebDiscrete-time observation, Quadratic variation, Volatility, Bipower variation. 1. 2 HACENE DJELLOUT, ARNAUD GUILLIN, HUI JIANG, AND YACOUBA SAMOUR` A moderate deviation for random variables ...
Bipower volatility
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WebGiven the increasing popularity of the bipower volatility estimator, an important topic for future research is the development of formal rules for choosing the critical or optimal sampling frequency. In addition, it would appear to be useful to develop kernel-based or subsampling-based extensions to volatility estimators that are based on the ... WebAbstract. This paper shows that realised power variation and its extension we introduce here called realised bipower variation is somewhat robust to rare jumps. We show realised bipower variation estimates integrated variance in SV models --- thus providing a model free and consistent alternative to realised variance.
WebPower and bipower variation with stochastic volatility and jumps Ole E. Barndorff-Nielsen TheCentreforMathematicalPhysicsandStochastics(MaPhySto), … WebApr 13, 2024 · Portfolio optimisation is a core problem in quantitative finance and scenario generation techniques play a crucial role in simulating the future behaviour of the assets that can be used in allocation strategies. In the literature, there are different approaches to generating scenarios, from historical observations to models that predict the volatility of …
WebThis paper shows that realised power variation and its extension we introduce here called realised bipower variation is somewhat robust to rare jumps. We show realised bipower … WebDec 1, 2010 · Threshold bipower variation has a bias of −4.15% in the case of no jumps, of −4.83% with a single jump, of −5.65% in the case of two jumps, and of −4.70% in the …
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