A Panel Unit-Root Test with Smooth Breaks and Cross-Sectional Dependence

Chingnun Lee, Jyh‐Lin Wu
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引用次数: 2

Abstract

This paper develops a simple panel unit-root test that accommodates cross-sectional dependence among variables and smooth structural changes in deterministic components. The proposed test is the simple average of the individual statistics constructed from the breaks and cross-sectional dependence augmented Dickey-Fuller (BCADF) regression. Applying the sequential limit approach, this paper shows that the asymptotic distribution of the BCADF statistic is free of nuisance parameters as N, T go to infinity. We also extend our analysis to the case where shocks are serially correlated. The limiting distribution of the average BCADF statistic is shown to exist and its critical values are tabulated. Monte-Carlo experiments point out that the size and power of the average BCADF statistic are generally good as long as T is greater than fifty. The test is then applied to examine the validity of long-run purchasing power parity.
具有光滑断裂和截面相关性的面板单位根检验
本文发展了一种简单的面板单位根检验,它可以适应变量之间的横截面依赖和确定性成分的平滑结构变化。所提出的测试是由断裂和截面依赖增强的Dickey-Fuller (BCADF)回归构建的个体统计的简单平均。应用序列极限方法,证明了当N, T趋于无穷时,BCADF统计量的渐近分布不存在干扰参数。我们还将分析扩展到冲击序列相关的情况。证明了平均BCADF统计量存在极限分布,并将其临界值制成表格。蒙特卡罗实验指出,只要T大于50,平均BCADF统计量的大小和功率一般都是好的。然后应用该测试来检验长期购买力平价的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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