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math.ST2012★ 11 cited
Laplace deconvolution and its application to Dynamic Contrast Enhanced imaging
Fabienne Comte, Charles-André Cuénod, Marianna Pensky +1
In the present paper we consider the problem of Laplace deconvolution with noisy discrete observations. The study is motivated by Dynamic Contrast Enhanced imaging using a bolus of…
math.ST2009★ 5 cited
Pointwise adaptive estimation for robust and quantile regression
Markus Reiss, Yves Rozenholc, Charles-Andre Cuenod
A nonparametric procedure for robust regression estimation and for quantile regression is proposed which is completely data-driven and adapts locally to the regularity of the regre…