Estimator selection: a new method with applications to kernel density estimation

Claire Lacour, Pascal Massart, Vincent Rivoirard

Estimator selection has become a crucial issue in non parametric estimation. Two widely used methods are penalized empirical risk minimization (such as penalized log-likelihood est…