2 papers
math.ST2025
Nonparametric estimation of sliced inverse regression by the -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 -nearest neighbors approach with a kernel. An estimator of the covariance matrix of the condit…
math.ST2024
Rates of strong uniform consistency for the -nearest neighbors kernel estimators of density and regression function
Luran Bengono Mintogo, Emmanuel de Dieu Nkou, Guy Martial Nkiet
We adress the problem of consistency of the -nearest neighbors kernel estimators of the density and the regression function in the multivariate case. We get the rates of strong…