206 citations · 277 across the 4 of their papers we have counts for
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Density estimation with heteroscedastic error
Aurore Delaigle, Alexander Meister
It is common, in deconvolution problems, to assume that the measurement errors are identically distributed. In many real-life applications, however, this condition is not satisfied…
On deconvolution with repeated measurements
Aurore Delaigle, Peter Hall, Alexander Meister
In a large class of statistical inverse problems it is necessary to suppose that the transformation that is inverted is known. Although, in many applications, it is unrealistic to…
Accelerated convergence for nonparametric regression with coarsened predictors
Aurore Delaigle, Peter Hall, Hans-Georg Müller
We consider nonparametric estimation of a regression function for a situation where precisely measured predictors are used to estimate the regression curve for coarsened, that is,…