Kernel regression uniform rate estimation for censored data under $α$-mixing condition
Year: 2008
Type: preprint
Abstract: In this paper, we study the behavior of a kernel estimator of the regression function in the right censored model with $α$-mixing data . The uniform strong consistency over a real compact set of the estimate is established along with a rate of convergence. Some simulations are carried out to illustrate the behavior of the estimate with different examples for finite sample sizes.
Source: arXiv (Cornell University)
Authors: Guessoum, Zohra, Ould-Saïd, Elias
Language: English
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W4394638825