Testing for and dating common breaks in multivariate time series

被引:239
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
相关论文
共 35 条
[21]   Testing for cointegration when some of the cointegrating vectors are prespecified [J].
Horvath, MTK ;
Watson, MW .
ECONOMETRIC THEORY, 1995, 11 (05) :984-1014
[22]  
KIM HJ, 1989, BIOMETRIKA, V76, P409, DOI 10.2307/2336108
[23]   PRODUCTION, GROWTH AND BUSINESS CYCLES .2. NEW DIRECTIONS [J].
KING, RG ;
PLOSSER, CI ;
REBELO, ST .
JOURNAL OF MONETARY ECONOMICS, 1988, 21 (2-3) :309-341
[24]  
KING RG, 1991, AM ECON REV, V81, P819
[25]   THE GREAT CRASH, THE OIL PRICE SHOCK, AND THE UNIT-ROOT HYPOTHESIS [J].
PERRON, P .
ECONOMETRICA, 1989, 57 (06) :1361-1401
[26]   OPTIMAL INFERENCE IN COINTEGRATED SYSTEMS [J].
PHILLIPS, PCB .
ECONOMETRICA, 1991, 59 (02) :283-306
[27]   TESTING AND ESTIMATING CHANGE-POINTS IN TIME-SERIES [J].
PICARD, D .
ADVANCES IN APPLIED PROBABILITY, 1985, 17 (04) :841-867
[29]   SEGMENTED TRENDS AND NON-STATIONARY TIME-SERIES [J].
RAPPOPORT, P ;
REICHLIN, L .
ECONOMIC JOURNAL, 1989, 99 (395) :168-177
[30]   2 MODELS OF MEASUREMENTS AND THE INVESTMENT ACCELERATOR [J].
SARGENT, TJ .
JOURNAL OF POLITICAL ECONOMY, 1989, 97 (02) :251-287