Sparse Estimators and the Oracle Property, or the Return of Hodges' Estimator

Hannes Leeb, Benedikt M. Poetscher

We point out some pitfalls related to the concept of an oracle property as used in Fan and Li (2001, 2002, 2004) which are reminiscent of the well-known pitfalls related to Hodges'…