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math.ST2018
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…
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…