Limit Theory for Random Coefficient First-Order Autoregressive Process |
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Authors: | Yong Zhang XiaoYun Yang |
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Institution: | 1. Institute of Mathematics , Jilin University , Changchun, P.R. China zyong2661@sina.com;3. Institute of Mathematics , Jilin University , Changchun, P.R. China |
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Abstract: | Random coefficient AR(1) processes are investigated where the random coefficient satisfies some suitable conditions. Conditional least squares estimator is shown to be consistent and to be asymptotically normality distributed. This extends the limit theory for stationary and near-stationary cases. Only second moments are assumed, as in the case of stationary autoregression models with fixed coefficient |ρ| < 1. |
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Keywords: | Asymptotic normality Conditional least squares Limit theory Random coefficient AR(1) |
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