Estimating the common break date in large factor models

被引:20
作者
Chen, Liang [1 ]
机构
[1] Univ Oxford Nuffield Coll, Dept Econ, INET, Oxford OX1 1NF, England
关键词
Structural break; Large factor models; Factor loadings; NUMBER;
D O I
10.1016/j.econlet.2015.03.037
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper considers large dimensional factor models with structural breaks in the factor loadings at a common date. A consistent estimator for the break date is proposed. Simulation results confirm its good performance for small and moderate sample sizes. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:70 / 74
页数:5
相关论文
共 11 条
[1]   Eigenvalue Ratio Test for the Number of Factors [J].
Ahn, Seung C. ;
Horenstein, Alex R. .
ECONOMETRICA, 2013, 81 (03) :1203-1227
[2]  
[Anonymous], 1986, Handbook of Econometrics, DOI DOI 10.1016/S1573-4412(05)80005-4
[3]  
[Anonymous], 2008, LARGE DIMENSIONAL FA
[4]   Determining the number of factors in approximate factor models [J].
Bai, JS ;
Ng, S .
ECONOMETRICA, 2002, 70 (01) :191-221
[5]   Common breaks in means and variances for panel data [J].
Bai, Jushan .
JOURNAL OF ECONOMETRICS, 2010, 157 (01) :78-92
[6]   Testing for structural breaks in dynamic factor models [J].
Breitung, Joerg ;
Eickmeier, Sandra .
JOURNAL OF ECONOMETRICS, 2011, 163 (01) :71-84
[7]   Detecting big structural breaks in large factor models [J].
Chen, Liang ;
Dolado, Juan J. ;
Gonzalo, Jesus .
JOURNAL OF ECONOMETRICS, 2014, 180 (01) :30-48
[8]  
Cheng X., 2013, TECHNICAL REPORT
[9]  
Han X., 2015, ECONOMETRIC IN PRESS
[10]  
Magnus J. R., 1985, Econ. Theory, V1, P179, DOI DOI 10.1017/S0266466600011129