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Nonparametric estimation for an autoregressive model
Ouerdia Arkoun 1, Serguei Pergamenchtchikov 1
(2008-06-18)

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.
1:  Laboratoire de Mathématiques Raphaël Salem (LMRS)
CNRS : UMR6085 – Université de Rouen
Mathematics/Statistics
asymptotical efficiency – kernel estimates – minimax – nonparametric autoregression.
Fulltext link: 
http://fr.arXiv.org/abs/0806.3012