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Volumn 95, Issue 2, 2008, Pages 365-379

Modelling multiple time series via common factors

Author keywords

Cross correlation function; Dimension reduction; Factor model; Multivariate time series; Non stationarity; Portmanteau test; White noise

Indexed keywords


EID: 44849137877     PISSN: 00063444     EISSN: 14643510     Source Type: Journal    
DOI: 10.1093/biomet/asn009     Document Type: Article
Times cited : (123)

References (24)
  • 1
    • 0031501563 scopus 로고    scopus 로고
    • Inference of vector autoregressive models with cointegration and scalar components
    • AHN, S. K. (1997). Inference of vector autoregressive models with cointegration and scalar components. J. Am. Statist. Assoc. 93, 350-6.
    • (1997) J. Am. Statist. Assoc , vol.93 , pp. 350-356
    • AHN, S.K.1
  • 2
    • 0036387406 scopus 로고    scopus 로고
    • Canonical correlation analysis and reduced rank regression in autoregressive models
    • ANDERSON, T. W. (2002). Canonical correlation analysis and reduced rank regression in autoregressive models. Ann. Statist. 30, 1134-54.
    • (2002) Ann. Statist , vol.30 , pp. 1134-1154
    • ANDERSON, T.W.1
  • 3
    • 0036221554 scopus 로고    scopus 로고
    • Determining the number of factors in approximate factor models
    • BAI, J. & NG, S. (2002). Determining the number of factors in approximate factor models. Econometrica 70, 191-222.
    • (2002) Econometrica , vol.70 , pp. 191-222
    • BAI, J.1    NG, S.2
  • 5
    • 0017656033 scopus 로고
    • A canonical analysis of multiple time series
    • BOX, G. & TIAO, G. (1977). A canonical analysis of multiple time series. Biometrika 64, 355-65.
    • (1977) Biometrika , vol.64 , pp. 355-365
    • BOX, G.1    TIAO, G.2
  • 7
    • 0005705445 scopus 로고
    • Strong law for a mixing sequence
    • CHEN, X. R. & WU, Y. H. (1989). Strong law for a mixing sequence. Acta Math. Appl. Sinica 5, 367-71.
    • (1989) Acta Math. Appl. Sinica , vol.5 , pp. 367-371
    • CHEN, X.R.1    WU, Y.H.2
  • 8
    • 33846470748 scopus 로고
    • A one-factor multivariate time series model of metropolitan wage rates
    • ENGLE, R. & WATSON, M. (1981). A one-factor multivariate time series model of metropolitan wage rates. J. Am. Statist. Assoc. 76, 774-81.
    • (1981) J. Am. Statist. Assoc , vol.76 , pp. 774-781
    • ENGLE, R.1    WATSON, M.2
  • 9
    • 0034364595 scopus 로고    scopus 로고
    • The generalized dynamic factor model: Identification and estimation
    • FORNI, M., HALLIN, M., LIPPI, M. & REICHLIN, L. (2000). The generalized dynamic factor model: identification and estimation. Rev. Econ. Statist. 82, 540-54.
    • (2000) Rev. Econ. Statist , vol.82 , pp. 540-554
    • FORNI, M.1    HALLIN, M.2    LIPPI, M.3    REICHLIN, L.4
  • 10
    • 20444444745 scopus 로고    scopus 로고
    • Diagnostic checking in ARMA models with uncorrelated errors
    • FRANCQ, C., Roy , R. & ZAKOÏAN, J.-M. (2005). Diagnostic checking in ARMA models with uncorrelated errors. J. Am. Statist. Assoc. 100, 532-44.
    • (2005) J. Am. Statist. Assoc , vol.100 , pp. 532-544
    • FRANCQ, C.1    Roy, R.2    ZAKOÏAN, J.-M.3
  • 11
    • 44849112260 scopus 로고    scopus 로고
    • GEWEKE, J. (1977). The dynamic factor analysis of economic time series models. In Latent Variables in Socio-Economic Models, Ed. D. J. Aigner and A. S. Goldberger, pp. 365-83 Amsterdam: North-Holland.
    • GEWEKE, J. (1977). The dynamic factor analysis of economic time series models. In Latent Variables in Socio-Economic Models, Ed. D. J. Aigner and A. S. Goldberger, pp. 365-83 Amsterdam: North-Holland.
  • 12
    • 0003072876 scopus 로고
    • Maximum likelihood confirmatory factor analysis of economic time series
    • GEWEKE, J. & SINGLETON, K. (1981). Maximum likelihood confirmatory factor analysis of economic time series. Int. Econ. Rev. 22, 37-54.
    • (1981) Int. Econ. Rev , vol.22 , pp. 37-54
    • GEWEKE, J.1    SINGLETON, K.2
  • 13
    • 0000366505 scopus 로고
    • Distribution of the residuals autocorrelations in multivariate ARMA time series models
    • LI, W. K. & MCLEOD, A. I. (1981). Distribution of the residuals autocorrelations in multivariate ARMA time series models. J. R. Statist. Soc. B, 43, 231-9.
    • (1981) J. R. Statist. Soc. B , vol.43 , pp. 231-239
    • LI, W.K.1    MCLEOD, A.I.2
  • 15
    • 0017846358 scopus 로고
    • On a measure of lack of fit in time series models
    • LJUNG, G. M. & BOX, G. E. P. (1978). On a measure of lack of fit in time series models. Biometrika 65, 297-303.
    • (1978) Biometrika , vol.65 , pp. 297-303
    • LJUNG, G.M.1    BOX, G.E.P.2
  • 16
    • 0000758422 scopus 로고
    • Identifying a simplifying structure in time series
    • PEÑA, D. & Box, G. E. P. (1987). Identifying a simplifying structure in time series. J. Am. Statist. Assoc. 82, 836-43.
    • (1987) J. Am. Statist. Assoc , vol.82 , pp. 836-843
    • PEÑA, D.1    Box, G.E.P.2
  • 17
    • 29444433399 scopus 로고    scopus 로고
    • Nonstationary dynamic factor analysis
    • PEÑA, D. & PONCELA, P. (2006). Nonstationary dynamic factor analysis. J. Statist. Plan. Infer. 136, 1237-57.
    • (2006) J. Statist. Plan. Infer , vol.136 , pp. 1237-1257
    • PEÑA, D.1    PONCELA, P.2
  • 19
    • 0016335997 scopus 로고
    • Applications of principal component analysis and factor analysis in the identification of multivariate systems
    • PRIESTLEY, M. B., SUBBA RAO, T. & TONG, H. (1974). Applications of principal component analysis and factor analysis in the identification of multivariate systems. IEEE Trans. Auto. Contr. 19, 703-4.
    • (1974) IEEE Trans. Auto. Contr , vol.19 , pp. 703-704
    • PRIESTLEY, M.B.1    SUBBA RAO, T.2    TONG, H.3
  • 22
    • 0036970448 scopus 로고    scopus 로고
    • Forecasting using principal components from a large number of predictors
    • STOCK, J. H. & WATSON, M. W. (2002). Forecasting using principal components from a large number of predictors. J. Am. Statist. Assoc. 97, 1167-79.
    • (2002) J. Am. Statist. Assoc , vol.97 , pp. 1167-1179
    • STOCK, J.H.1    WATSON, M.W.2
  • 23
    • 0000057284 scopus 로고
    • Model specification in multivariate time series (Discussion)
    • TIAO, G. C. & TSAY, R. S. (1989). Model specification in multivariate time series (Discussion). J. R. Statist. Soc. B 51, 157-213.
    • (1989) J. R. Statist. Soc. B , vol.51 , pp. 157-213
    • TIAO, G.C.1    TSAY, R.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.