Testing for and dating common breaks in multivariate time series

被引:238
作者
Bai, J [1 ]
Lumsdaine, RL
Stock, JH
机构
[1] MIT, Cambridge, MA 02139 USA
[2] Brown Univ, Providence, RI 02912 USA
[3] Natl Bur Econ Res, Cambridge, MA 02138 USA
[4] Harvard Univ, Cambridge, MA 02138 USA
关键词
D O I
10.1111/1467-937X.00051
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper develops methods for constructing asymptotically valid confidence intervals for the date of a single break in multivariate time series, including I(0), I(1), and deterministically trending regressors. Although the width of the asymptotic confidence interval does not decrease as the sample size increases, it is inversely related to the number of series which have a common break date, so there are substantial gains to multivariate inference about break dates. These methods are applied to two empirical examples: the mean growth rate of output in three European countries, and the mean growth rate of U.S. consumption, investment, and output.
引用
收藏
页码:395 / 432
页数:38
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