动态面板阈值模型的Stata估计
Estimation of Dynamic Panel Threshold Model using Stata
摘要:
我们开发了一个Stata命令xthenreg来实现Seo和Shin(2016,Journal of Econometrics 195:169-186)提出的动态面板阈值模型的一阶差分GMM估计。进一步,我们给出了动态门限模型的扭折约束GMM估计的渐近方差公式,并给出了估计算法。我们还提出了一种快速的自举算法来实现线性检验的自举。通过蒙特卡罗模拟和经济应用说明了该命令的使用。
英文摘要:
We develop a Stata command xthenreg to implement the first-differenced GMM estimation of the dynamic panel threshold model, which Seo and Shin (2016, Journal of Econometrics 195: 169-186) have proposed. Furthermore, We derive the asymptotic variance formula for a kink constrained GMM estimator of the dynamic threshold model and include an estimation algorithm. We also propose a fast bootstrap algorithm to implement the bootstrap for the linearity test. The use of the command is illustrated through a Monte Carlo simulation and an economic application.
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