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arxiv: 0806.3012 · v1 · submitted 2008-06-18 · 🧮 math.ST · stat.TH

Nonparametric estimation for an autoregressive model

classification 🧮 math.ST stat.TH
keywords autoregressiveestimationmodelnonparametricproposedasymptoticdealsdistributed
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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.

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