Bellec, Pierre - Centre de Recherche en Économie et Statistique … - 2014
This paper deals with aggregation of estimators in the context of regression with fixed design, with heteroscedastic and subgaussian noise. We relate the task of aggregating a finite family of affine estimators to the concentration of quadratic forms of the noise vector, and we derive sharp...