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Nonparametric estimation for an autoregressive model

Statistics Theory 2008-06-19 v1 Statistics Theory

Abstract

The paper deals with the nonparametric estimation problem at a given fixed point for an autoregressive model with unknown distributed noise. Kernel estimate modifications are proposed. Asymptotic minimax and efficiency properties for proposed estimators are shown.

Keywords

Cite

@article{arxiv.0806.3012,
  title  = {Nonparametric estimation for an autoregressive model},
  author = {Ouerdia Arkoun and Serguei Pergamenchtchikov},
  journal= {arXiv preprint arXiv:0806.3012},
  year   = {2008}
}

Comments

14 pages

R2 v1 2026-06-21T10:52:05.573Z