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Volumn 80, Issue 23-24, 2010, Pages 1806-1813

Improved penalization for determining the number of factors in approximate factor models

Author keywords

Approximate factor models; Information criterion; Model selection; Number of factors

Indexed keywords


EID: 77958467466     PISSN: 01677152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.spl.2010.08.005     Document Type: Article
Times cited : (243)

References (9)
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  • 2
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    • Cattell, R.1
  • 3
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    • Asset pricing with a factor-ARCH covariance structure: empirical estimates for treasury bills
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    • Engle, R.F.1    Ng, V.K.2    Rothschild, M.3
  • 4
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    • Opening the black box: structural factor models versus structural VARs
    • Forni M., Gannone D., Lippi M., Reichlin L. Opening the black box: structural factor models versus structural VARs. Econometric Theory 2009, 25:1319-1347.
    • (2009) Econometric Theory , vol.25 , pp. 1319-1347
    • Forni, M.1    Gannone, D.2    Lippi, M.3    Reichlin, L.4
  • 6
    • 34250778808 scopus 로고    scopus 로고
    • Determining the number of factors in the general dynamic factor model
    • Hallin M., Liška R. Determining the number of factors in the general dynamic factor model. Journal of the American Statistical Association 2007, 102:603-617.
    • (2007) Journal of the American Statistical Association , vol.102 , pp. 603-617
    • Hallin, M.1    Liška, R.2
  • 7
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    • Determining the number of factors from empirical distribution of eigenvalues. The Review of Economics and Statistics (forthcoming), doi:10.1162/REST_a_00043
    • Onatski, A., 2010. Determining the number of factors from empirical distribution of eigenvalues. The Review of Economics and Statistics (forthcoming), doi:10.1162/REST_a_00043.
    • (2010)
    • Onatski, A.1
  • 8
    • 77958509549 scopus 로고    scopus 로고
    • Implications of dynamic factor models for VAR analysis. NBER Working Papers 11467. National Bureau of Economic Research, Inc.
    • Stock, J.H., Watson, M.W., 2005. Implications of dynamic factor models for VAR analysis. NBER Working Papers 11467. National Bureau of Economic Research, Inc.
    • (2005)
    • Stock, J.H.1    Watson, M.W.2
  • 9
    • 44849137877 scopus 로고    scopus 로고
    • Modelling multiple time series via common factors
    • Yao Q., Pan J. Modelling multiple time series via common factors. Biometrika 2008, 95:365-379.
    • (2008) Biometrika , vol.95 , pp. 365-379
    • Yao, Q.1    Pan, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.