Robust high frequency financial econometrics

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Abstract: Motivated by some problems in high frequency financial econometrics, using an in-fill argument, the properties of the sample median of a sequence of events are established both for the case of a fixed period of time and for a period which shrinks as the sample size grows. The results are used to study the properties of volatility and regression type estimators under stochastic volatility. 

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