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We consider nonparametric estimation of the conditional qth quantile for stationary time series. We deal with stationary time series with strong time dependence and heavy tails under the setting of random design. We estimate the conditional qth quantile by local linear regression and investigate...
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We provide a set of probabilistic laws for range-based estimation of integrated variance of a continuous semi-martingale …. Moreover, with slightly stronger conditions, in particular a zero drift-term, we find an asymptotic distribution theory. To …
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