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Fast nonparametric estimation for convolutions of densities
International audience -
On the adaptive wavelet estimation of a multidimensional regression function ...
We investigate the estimation of a multidimensional regression function $f$ from $n$ observations of a $\alpha$-mixing process $(Y,X)$ with $Y=f(X)+\xi$, where $X$... -
On a Plug-In Wavelet Estimator for Convolutions of Densities
International audience -
On the estimation of density-weighted average derivative by wavelet methods u...
International audience -
Adaptive wavelet estimation of a density from mixtures under multiplicative c...
In this paper, a mixture model under multiplicative censoring is considered. We investigate the estimation of a component of the mixture (a density) from the... -
A general result on the performance of the wavelet hard thresholding estimato...
In this note, we consider the estimation of an unknown function $f$ for weakly dependent data ($\alpha$-mixing) in a general setting. Our contribution is theoretical:... -
A note on wavelet estimation of the derivatives of a regression function in a...
We investigate the estimation of the derivatives of a regression function in the nonparametric regression model with random design. New wavelet estimators are...
