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Uniform almost sure convergence and asymptotic distribution of the wavelet-based estimators of partial derivatives of multivariate density function under weak dependence
Joint Behaviour of Semirecursive Kernel Estimators of the Location and of the Size of the Mode of a Probability Density Function
Abdelkader Mokkadem, Mariane Pelletier, Baba Thiam and Shein-Chung Chow Journal of Probability and Statistics 2011(1) (2011) https://doi.org/10.1155/2011/564297
A Generalization of the Averaging Procedure: The Use of Two-Time-Scale Algorithms
Abdelkader Mokkadem and Mariane Pelletier SIAM Journal on Control and Optimization 49(4) 1523 (2011) https://doi.org/10.1137/080718395
Uniform rate of strong consistency for a smooth kernel estimator of the conditional mode for censored time series
A large deviations upper bound for the kernel mode estimator
Abdelkader Mokkadem, Abdelkader Mokkadem, Mariane Pelletier, et al. Теория вероятностей и ее применения 50(1) 189 (2005) https://doi.org/10.4213/tvp168
Moderate deviations for the kernel mode estimator and some applications