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Estimation in a semiparametric panel data model with nonstationarity

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DataCite Commons2020-08-28 更新2024-08-17 收录
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In this paper, we consider a partially linear panel data model with nonstationarity and certain cross-sectional dependence. Accounting for the explosive feature of the nonstationary time series, we particularly employ Hermite orthogonal functions in this study. Under a general spatial error dependence structure, we then establish some consistent closed-form estimates for both the unknown parameters and the unknown functions for the cases where <i>N</i> and <i>T</i> go jointly to infinity. Rates of convergence and asymptotic normalities are established for the proposed estimators. Both the finite sample performance and the empirical applications show that the proposed estimation methods work well.
提供机构:
Taylor & Francis
创建时间:
2018-11-13
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