Some Uniform Limit Results in Additive Regression Model
Mohammed Debbarh · Communication in Statistics- Theory and Methods · 2008
In the setting of additive regression model components estimation, we establish some uniform limit results in probability. Our results allow to give an asymptotic simultaneous 100% confidence band for these components. These results are stated in the framework of i.i.d random vectors when the marginal integration estimation method is used.