具有NNH误差的非参数协整回归

NONPARAMETRIC COINTEGRATING REGRESSION WITH NNH ERRORS

Econometric Theory · 2012
被引 32
人大 A-ABS 4

中文导读

研究带有非线性非平稳异方差误差过程的非线性协整回归模型,证明了常规核估计的一致收敛性,并提出了两阶段方法估计异质性生成函数。

Abstract

This paper studies a nonlinear cointegrating regression model with nonlinear nonstationary heteroskedastic error processes. We establish uniform consistency for the conventional kernel estimate of the unknown regression function and develop atwo-stage approach for the estimation of the heterogeneity generating function.

非线性协整回归非参数估计非平稳异方差核估计