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This study presents the uniform convergence rate for spot volatility estimators based on delta sequences. Kernel and Fourier-based estimators are examples of this type of estimator. We also present the uniform convergence rates for kernel and Fourier-based estimators of spot volatility as applications of the main result.
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Li et al. (2023) studied this question.
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