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math.ST2020★ 1 cited
On bandwidth selection problems in nonparametric trend estimation under martingale difference errors
Karim Benhenni, Didier Girard, Sana Louhichi
In this paper, we are interested in the problem of smoothing parameter selection in nonparametric curve estimation under dependent errors. We focus on kernel estimation and the cas…
math.ST2018
Trapezoidal rule and sampling designs for the nonparametric estimation of the regression function in models with correlated errors
D. Benelmadani, K. Benhenni, S. Louhichi
The problem of estimating the regression function in a fixed design models with correlated observations is considered. Such observations are obtained from several experimental unit…