메뉴 건너뛰기




Volumn 180, Issue 1, 2014, Pages 30-48

Detecting big structural breaks in large factor models

Author keywords

Factor loadings; Large factor model; Principal components; Structural break

Indexed keywords

PRINCIPAL COMPONENT ANALYSIS;

EID: 84897978937     PISSN: 03044076     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jeconom.2014.01.006     Document Type: Article
Times cited : (114)

References (35)
  • 1
    • 84877901545 scopus 로고    scopus 로고
    • Eigenvalue ratio test for the number of factors
    • S.C. Ahn, and A.R. Horenstein Eigenvalue ratio test for the number of factors Econometrica 81 3 2013 1203 1227
    • (2013) Econometrica , vol.81 , Issue.3 , pp. 1203-1227
    • Ahn, S.C.1    Horenstein, A.R.2
  • 2
    • 0001162133 scopus 로고
    • Tests for parameter instability and structural change with unknown change point
    • D. Andrews Tests for parameter instability and structural change with unknown change point Econometrica 61 4 1993 821 856
    • (1993) Econometrica , vol.61 , Issue.4 , pp. 821-856
    • Andrews, D.1
  • 3
    • 0037277111 scopus 로고    scopus 로고
    • Inferential theory for factor models of large dimensions
    • J. Bai Inferential theory for factor models of large dimensions Econometrica 71 1 2003 135 171
    • (2003) Econometrica , vol.71 , Issue.1 , pp. 135-171
    • Bai, J.1
  • 4
    • 68349144362 scopus 로고    scopus 로고
    • Panel data models with interactive fixed effects
    • J. Bai Panel data models with interactive fixed effects Econometrica 77 4 2009 1229 1279
    • (2009) Econometrica , vol.77 , Issue.4 , pp. 1229-1279
    • Bai, J.1
  • 5
    • 0036221554 scopus 로고    scopus 로고
    • Determining the number of factors in approximate factor models
    • J. Bai, and S. Ng Determining the number of factors in approximate factor models Econometrica 70 1 2002 191 221
    • (2002) Econometrica , vol.70 , Issue.1 , pp. 191-221
    • Bai, J.1    Ng, S.2
  • 6
    • 33745304373 scopus 로고    scopus 로고
    • Confidence intervals for diffusion index forecasts and inference for factor-augmented regressions
    • J. Bai, and S. Ng Confidence intervals for diffusion index forecasts and inference for factor-augmented regressions Econometrica 74 4 2006 1133 1150
    • (2006) Econometrica , vol.74 , Issue.4 , pp. 1133-1150
    • Bai, J.1    Ng, S.2
  • 7
    • 33644538319 scopus 로고    scopus 로고
    • Evaluating latent and observed factors in macroeconomics and finance
    • J. Bai, and S. Ng Evaluating latent and observed factors in macroeconomics and finance J. Econometrics 131 1-2 2006 507 537
    • (2006) J. Econometrics , vol.131 , Issue.12 , pp. 507-537
    • Bai, J.1    Ng, S.2
  • 8
    • 0346906789 scopus 로고    scopus 로고
    • Estimating and testing linear models with multiple structural changes
    • J. Bai, and P. Perron Estimating and testing linear models with multiple structural changes Econometrica 66 1 1998 47 78
    • (1998) Econometrica , vol.66 , Issue.1 , pp. 47-78
    • Bai, J.1    Perron, P.2
  • 9
    • 0037286212 scopus 로고    scopus 로고
    • Computation and analysis of multiple structural change models
    • J. Bai, and P. Perron Computation and analysis of multiple structural change models J. Appl. Econometrics 18 1 2003 1 22
    • (2003) J. Appl. Econometrics , vol.18 , Issue.1 , pp. 1-22
    • Bai, J.1    Perron, P.2
  • 11
    • 84886717373 scopus 로고    scopus 로고
    • Consistent factor estimation in dynamic factor models with structural instability
    • B. Bates, M. Plagborg-Moller, J. Stock, and M. Watson Consistent factor estimation in dynamic factor models with structural instability J. Econometrics 177 2 2013 289 304
    • (2013) J. Econometrics , vol.177 , Issue.2 , pp. 289-304
    • Bates, B.1    Plagborg-Moller, M.2    Stock, J.3    Watson, M.4
  • 12
    • 15544377383 scopus 로고    scopus 로고
    • Measuring the effects of monetary policy: A factor-augmented vector autoregressive (FAVAR) approach
    • B. Bernanke, J. Boivin, and P. Eliasz Measuring the effects of monetary policy: a factor-augmented vector autoregressive (FAVAR) approach Quart. J. Econom. 120 1 2005 387 422
    • (2005) Quart. J. Econom. , vol.120 , Issue.1 , pp. 387-422
    • Bernanke, B.1    Boivin, J.2    Eliasz, P.3
  • 13
    • 79956356524 scopus 로고    scopus 로고
    • Testing for structural breaks in dynamic factor models
    • J. Breitung, and S. Eickmeier Testing for structural breaks in dynamic factor models J. Econometrics 163 1 2011 71 84
    • (2011) J. Econometrics , vol.163 , Issue.1 , pp. 71-84
    • Breitung, J.1    Eickmeier, S.2
  • 14
  • 16
    • 84861667942 scopus 로고    scopus 로고
    • Testing for smooth structural changes in time series models via nonparametric regression
    • B. Chen, and Y. Hong Testing for smooth structural changes in time series models via nonparametric regression Econometrica 80 3 2012 1157 1183
    • (2012) Econometrica , vol.80 , Issue.3 , pp. 1157-1183
    • Chen, B.1    Hong, Y.2
  • 18
    • 0000496978 scopus 로고
    • Economic forces and the stock market
    • N. Chen, R. Roll, and S. Ross Economic forces and the stock market J. Business 1986 383 403
    • (1986) J. Business , pp. 383-403
    • Chen, N.1    Roll, R.2    Ross, S.3
  • 19
    • 0001558661 scopus 로고    scopus 로고
    • Testing structural stability with endogenous breakpoint a size comparison of analytic and bootstrap procedures
    • F. Diebold, and C. Chen Testing structural stability with endogenous breakpoint a size comparison of analytic and bootstrap procedures J. Econometrics 70 1 1996 221 241
    • (1996) J. Econometrics , vol.70 , Issue.1 , pp. 221-241
    • Diebold, F.1    Chen, C.2
  • 21
    • 0035634831 scopus 로고    scopus 로고
    • The generalized dynamic factor model: Representation theory
    • M. Forni, and M. Lippi The generalized dynamic factor model: representation theory Econometric Theory 17 06 2001 1113 1141
    • (2001) Econometric Theory , vol.17 , Issue.6 , pp. 1113-1141
    • Forni, M.1    Lippi, M.2
  • 23
  • 24
    • 84898005012 scopus 로고    scopus 로고
    • Discussion on: "Forecasting in dynamic factor models subject to structural instability" by Stock and Watson
    • Bank of England, Centre for Central Banking Studies
    • D. Giannone Discussion on: "forecasting in dynamic factor models subject to structural instability" by Stock and Watson New Developments in Dynamic Factor Modelling 2007 Bank of England, Centre for Central Banking Studies
    • (2007) New Developments in Dynamic Factor Modelling
    • Giannone, D.1
  • 26
    • 0001881458 scopus 로고    scopus 로고
    • Testing for structural change in conditional models
    • B. Hansen Testing for structural change in conditional models J. Econometrics 97 1 2000 93 115
    • (2000) J. Econometrics , vol.97 , Issue.1 , pp. 93-115
    • Hansen, B.1
  • 27
    • 58349109659 scopus 로고    scopus 로고
    • Unit root tests allowing for a break in the trend function at an unknown time under both the null and alternative hypotheses
    • D. Kim, and P. Perron Unit root tests allowing for a break in the trend function at an unknown time under both the null and alternative hypotheses J. Econometrics 148 1 2009 1 13
    • (2009) J. Econometrics , vol.148 , Issue.1 , pp. 1-13
    • Kim, D.1    Perron, P.2
  • 28
    • 0000706085 scopus 로고
    • A simple, positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix
    • W. Newey, and K. West A simple, positive semi-definite, heteroskedasticity and autocorrelation consistent covariance matrix Econometrica 55 3 1987 703 708
    • (1987) Econometrica , vol.55 , Issue.3 , pp. 703-708
    • Newey, W.1    West, K.2
  • 29
    • 70349835782 scopus 로고    scopus 로고
    • Testing hypotheses about the number of factors in large factor models
    • A. Onatski Testing hypotheses about the number of factors in large factor models Econometrica 77 5 2009 1447 1479
    • (2009) Econometrica , vol.77 , Issue.5 , pp. 1447-1479
    • Onatski, A.1
  • 30
    • 78650967353 scopus 로고    scopus 로고
    • Determining the number of factors from empirical distribution of eigenvalues
    • A. Onatski Determining the number of factors from empirical distribution of eigenvalues Rev. Econom. Stat. 92 4 2010 1004 1016
    • (2010) Rev. Econom. Stat. , vol.92 , Issue.4 , pp. 1004-1016
    • Onatski, A.1
  • 32
    • 45749088173 scopus 로고    scopus 로고
    • A macro-finance model of the term structure, monetary policy and the economy
    • G. Rudebusch, and T. Wu A macro-finance model of the term structure, monetary policy and the economy The Economic Journal 118 530 2008 906 926
    • (2008) The Economic Journal , vol.118 , Issue.530 , pp. 906-926
    • Rudebusch, G.1    Wu, T.2
  • 33
    • 33344474038 scopus 로고    scopus 로고
    • Economic forces and the stock market revisited
    • J. Shanken, and M. Weinstein Economic forces and the stock market revisited J. Empirical Fin. 13 2 2006 129 144
    • (2006) J. Empirical Fin. , vol.13 , Issue.2 , pp. 129-144
    • Shanken, J.1    Weinstein, M.2
  • 34
    • 0036970448 scopus 로고    scopus 로고
    • Forecasting using principal components from a large number of predictors
    • J. Stock, and M. Watson Forecasting using principal components from a large number of predictors J. Amer. Statist. Assoc. 97 460 2002 1167 1179
    • (2002) J. Amer. Statist. Assoc. , vol.97 , Issue.460 , pp. 1167-1179
    • Stock, J.1    Watson, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.