메뉴 건너뛰기




Volumn 100, Issue 471, 2005, Pages 830-840

The generalized dynamic factor model: One-sided estimation and forecasting

Author keywords

Dynamic factor model; Forecasting; Large cross section; Panel data; Principal components; Time series

Indexed keywords


EID: 24644522163     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214504000002050     Document Type: Review
Times cited : (545)

References (25)
  • 2
    • 0037277111 scopus 로고    scopus 로고
    • Inferential theory for factor models of large dimension
    • Bai, J. (2003), "Inferential Theory for Factor Models of Large Dimension," Econometrica, 71, 135-171.
    • (2003) Econometrica , vol.71 , pp. 135-171
    • Bai, J.1
  • 3
    • 0036221554 scopus 로고    scopus 로고
    • Determining the number of factors in approximate factor models
    • Bai, J., and Ng, S. (2002), "Determining the Number of Factors in Approximate Factor Models," Econometrica, 70, 191-221.
    • (2002) Econometrica , vol.70 , pp. 191-221
    • Bai, J.1    Ng, S.2
  • 4
    • 24644470024 scopus 로고    scopus 로고
    • Are more data always better for factor analysis?
    • to appear
    • Boivin, J., and Ng, S. (2005), "Are More Data Always Better for Factor Analysis?" Journal of Econometrics, to appear.
    • (2005) Journal of Econometrics
    • Boivin, J.1    Ng, S.2
  • 7
    • 0000915180 scopus 로고
    • Funds, factors, and diversification in arbitrage pricing models
    • Chamberlain, G. (1983), "Funds, Factors, and Diversification in Arbitrage Pricing Models," Econometrica, 51, 1281-1304.
    • (1983) Econometrica , vol.51 , pp. 1281-1304
    • Chamberlain, G.1
  • 8
    • 0000915181 scopus 로고
    • Arbitrage, factor structure and mean-variance analysis in large asset markets
    • Chamberlain, G., and Rothschild, M. (1983), "Arbitrage, Factor Structure and Mean-Variance Analysis in Large Asset Markets," Econometrica, 51, 1305-1324.
    • (1983) Econometrica , vol.51 , pp. 1305-1324
    • Chamberlain, G.1    Rothschild, M.2
  • 9
    • 24644514866 scopus 로고    scopus 로고
    • Comparing alternative predictors based on large-panel dynamic factor models
    • Free University of Brussels
    • D'Agostino, A., and Giannone, D. (2004), "Comparing Alternative Predictors Based on Large-Panel Dynamic Factor Models," ISRO discussion paper, Free University of Brussels.
    • (2004) ISRO Discussion Paper
    • D'Agostino, A.1    Giannone, D.2
  • 12
    • 1642324121 scopus 로고    scopus 로고
    • The generalized dynamic factor model: Consistency and rates
    • _ (2004), "The Generalized Dynamic Factor Model: Consistency and Rates," Journal of Econometrics, 119, 231-255.
    • (2004) Journal of Econometrics , vol.119 , pp. 231-255
  • 13
    • 0035634831 scopus 로고    scopus 로고
    • The generalized dynamic factor model: Representation theory
    • Forni, M., and Lippi, M. (2001), "The Generalized Dynamic Factor Model: Representation Theory," Econometric Theory, 17, 1113-1141.
    • (2001) Econometric Theory , vol.17 , pp. 1113-1141
    • Forni, M.1    Lippi, M.2
  • 14
    • 0001600765 scopus 로고    scopus 로고
    • Let's get real: A factor analytical approach to disaggregated business cycle dynamics
    • Forni, M., and Reichlin, L. (1998), "Let's Get Real: A Factor Analytical Approach to Disaggregated Business Cycle Dynamics," Review of Economic Studies, 65, 453-473.
    • (1998) Review of Economic Studies , vol.65 , pp. 453-473
    • Forni, M.1    Reichlin, L.2
  • 16
    • 0002931014 scopus 로고
    • The dynamic factor analysis of economic time series
    • eds. D. J. Aigner and A. S. Goldberger, Amsterdam: North-Holland
    • Geweke, J. (1977), "The Dynamic Factor Analysis of Economic Time Series," in Latent Variables in Socio-Economic Models, eds. D. J. Aigner and A. S. Goldberger, Amsterdam: North-Holland, pp. 365-383.
    • (1977) Latent Variables in Socio-Economic Models , pp. 365-383
    • Geweke, J.1
  • 19
    • 0008176912 scopus 로고
    • A dynamic index model for large cross-sections
    • eds. J. H. Stock and M. W. Watson, Chicago: National Bureau of Economic Statistics and University of Chicago Press
    • Quah, D., and Sargent, T. J. (1993), "A Dynamic Index Model for Large Cross-Sections," in Business Cycles, Indicators, and Forecasting, eds. J. H. Stock and M. W. Watson, Chicago: National Bureau of Economic Statistics and University of Chicago Press, pp. 285-309.
    • (1993) Business Cycles, Indicators, and Forecasting , pp. 285-309
    • Quah, D.1    Sargent, T.J.2
  • 21
    • 0003331699 scopus 로고
    • Business cycle modeling without pretending to have too much a priori economic theory
    • ed. C. A. Sims, Minneapolis: Federal Reserve Bank of Minneapolis
    • Sargent, T. J., and Sims, C. A. (1977), "Business Cycle Modeling Without Pretending to Have too Much a priori Economic Theory," in New Methods in Business Research, ed. C. A. Sims, Minneapolis: Federal Reserve Bank of Minneapolis, pp. 45-109.
    • (1977) New Methods in Business Research , pp. 45-109
    • Sargent, T.J.1    Sims, C.A.2
  • 22
    • 0036970448 scopus 로고    scopus 로고
    • Forecasting using principal components from a large number of predictors
    • Stock, J. H., and Watson, M. W. (2002a), "Forecasting Using Principal Components From a Large Number of Predictors," Journal of the American Statistical Association, 97, 1167-1179.
    • (2002) Journal of the American Statistical Association , vol.97 , pp. 1167-1179
    • Stock, J.H.1    Watson, M.W.2
  • 23
    • 0036005160 scopus 로고    scopus 로고
    • Macroeconomic forecasting using diffusion indexes
    • _ (2002b), "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, 20, 147-162.
    • (2002) Journal of Business & Economic Statistics , vol.20 , pp. 147-162
  • 24
    • 34250596585 scopus 로고
    • The prediction theory of multivariate stochastic processes I
    • Wiener, N., and Masani, P. (1957), "The Prediction Theory of Multivariate Stochastic Processes I," Acta Mathematica, 98, 111-150.
    • (1957) Acta Mathematica , vol.98 , pp. 111-150
    • Wiener, N.1    Masani, P.2
  • 25
    • 34250518567 scopus 로고
    • The prediction theory of multivariate stochastic processes II
    • _ (1958), "The Prediction Theory of Multivariate Stochastic Processes II," Acta Mathematica, 99, 93-137.
    • (1958) Acta Mathematica , vol.99 , pp. 93-137


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.