Lavergne, Pascal; Patilea, Valentin - Centre de Recherche en Économie et Statistique … - 2007
We develop a novel approach to build consistent checks of parametric re-gression models when many regressors are present, based on a class of richenough semiparametric alternatives, namely single-index models. We proposean omnibus test based on the kernel method that performs against a...