In this work, we introduce a local linear nonparametric estimation of the regression function of a censored scalar response random variable, given a functional random covariate. Under standard conditions, we establish the pointwise and the uniform almost-complete convergences, with rates, of the proposed estimator. Then, we carry out a simulation study and a real data analysis in order to compare the performances of our methodology with those of the kernel method. This is a preview of subscription content, access via your institution. Rent this article via DeepDyve. Ait Hennania, L.
Single-index quantile regression
Censored quantile regression redux — University of Illinois Urbana-Champaign
As the access to this document is restricted, you may want to search for a different version of it. Imbens, Koenker,Roger, Hallock, Wu, Tracy Z.
Single index quantile regression for heteroscedastic data
As the access to this document is restricted, you may want to search for a different version of it. Hallock, Koenker,Roger,
Skip to search form Skip to main content You are currently offline. Some features of the site may not work correctly. DOI: Wu Published Psychology.