LYU Yang, ZHU ZhongYi. Regression Splines Estimation for Semiparametric Panel Data Models with Fixed Effects[J]. Chinese Journal of Applied Probability and Statistics, 2018, 34(1): 84-94. DOI: 10.3969/j.issn.1001-4268.2018.01.007
Citation: LYU Yang, ZHU ZhongYi. Regression Splines Estimation for Semiparametric Panel Data Models with Fixed Effects[J]. Chinese Journal of Applied Probability and Statistics, 2018, 34(1): 84-94. DOI: 10.3969/j.issn.1001-4268.2018.01.007

Regression Splines Estimation for Semiparametric Panel Data Models with Fixed Effects

  • In this paper, we study the asymptotic behavior of the B-spline estimator for semiparametric panel data model with fixed effects.We give explicit expression for the asymptotic bias of B-spline estimator for nonparametric function m. Our study shows that the asymptotic bias of the B-spline estimator does not depend on the working correlation matrix. Simulations are conducted to demonstrate our conclusion.
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