The asymptotic effect of tuning parameters

Ingrid Dæhlen, Nils Lid Hjort, Ingrid Hobæk Haff

Tuning parameters are parameters involved in an estimating procedure for the purpose of reducing the risk of some other estimator. Examples include the degree of penalization in pe…