87 citations · 248 across the 11 of their papers we have counts for
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math.ST2006★ 67 cited
A companion for the Kiefer--Wolfowitz--Blum stochastic approximation algorithm
Abdelkader Mokkadem, Mariane Pelletier
A stochastic algorithm for the recursive approximation of the location of a maximum of a regression function was introduced by Kiefer and Wolfowitz [Ann. Math. Statist. 23 (195…
math.ST2006★ 4 cited
Confidence bands for densities, logarithmic point of view
Abdelkader Mokkadem, Mariane Pelletier
Let be a probability density and be an interval on which is bounded away from zero. By establishing the limiting distribution of the uniform error of the kernel estimat…
math.ST2006★ 5 cited
Large and moderate deviations principles for recursive kernel estimators of a multivariate density and its partial derivatives
Abdelkader Mokkadem, Mariane Pelletier, Baba Thiam
In this paper we prove large and moderate deviations principles for the recursive kernel estimator of a probability density function and its partial derivatives. Unlike the density…