Nonparametric estimation of sliced inverse regression by the $k$-nearest neighbors kernel method

Luran Bengono Mintogo, Emmanuel de Dieu Nkou, Guy Martial Nkiet

We investigate nonparametric estimation of sliced inverse regression (SIR) via the $k$-nearest neighbors approach with a kernel. An estimator of the covariance matrix of the condit…