3 citations · 3 across the 1 of their papers we have counts for
4 papers · 1 filter
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…
The reproducing kernel Hilbert space approach in nonparametric regression problems with correlated observations
Djihad Benelmadani, Karim Benhenni, Sana Louhichi
In this paper we investigate the problem of estimating the regression function in models with correlated observations. The data is obtained from several experimental units each of…
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…
Local Polynomial Regression Based on Functional Data
Karim Benhenni, David Degras
Suppose that statistical units are observed, each following the model where is a regression function, are…