On the asymptotic behavior of the Nadaraya-Watson estimator associated with the recursive SIR method

Bernard Bercu, Thi Mong Ngoc Nguyen, Jerome Saracco

We investigate the asymptotic behavior of the Nadaraya-Watson estimator for the estimation of the regression function in a semiparametric regression model. On the one hand, we make…