Donkers, A.C.D.; Schafgans, M. - Tilburg University, Center for Economic Research - 2003
This paper proposes a semiparametric estimator for single- and multiple index models.It provides an extension of the average derivative estimator to the multiple index model setting.The estimator uses the average of the outer product of derivatives and is shown to be root-N consistent and...