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2004-09-18
英文文献:Bias-reduced estimation of long memory stochastic volatility
英文文献作者:Per Frederiksen,Morten ?rregaard Nielsen
英文文献摘要:
We propose to use a variant of the local polynomial Whittle estimator to estimate the memory parameter in volatility for long memory stochastic volatility models with potential nonstation- arity in the volatility process. We show that the estimator is asymptotically normal and capable of obtaining bias reduction as well as a rate of convergence arbitrarily close to the parametric rate, n1=2. A Monte Carlo study is conducted to support the theoretical results, and an analysis of daily exchange rates demonstrates the empirical usefulness of the estimators
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