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Parameter Estimation and Asymptotic Properties for a Simplfied New Laplace AR(1) Model
一个简化的新Laplace AR(1)模型 参数估计及其渐近性质

Keywords: Asymptotic normality,conditional least squares,Laplace AR(1) model,maximum quasi-likelihood,strong consistency
Laplace
,AR(1)模型,条件最小二乘,最大拟似然,强相合性,渐近正态性

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Abstract:

In this paper, conditional least squares estimation and maximum quasi-likelihood estimation are studied for a simplfied new Laplace AR(1) model, and their consistency and asymptotic normality are also considered. The simulation results show that maximum quasi-likelihood estimation dominates conditional least squares estimation via simulation.

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