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Macroeconomic Forecasting with Independent Component Analysis. (2004). Yau, Ruey.
In: Econometric Society 2004 Far Eastern Meetings.
RePEc:ecm:feam04:741.

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  1. Mining big data using parsimonious factor, machine learning, variable selection and shrinkage methods. (2018). Swanson, Norman ; Kim, Hyun Hak.
    In: International Journal of Forecasting.
    RePEc:eee:intfor:v:34:y:2018:i:2:p:339-354.

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References

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  4. Geweke, J. and K.J. Singleton (1981). Maximum likelihood confirmatory factor analysis of economic time series. International Economic review 22, 37-54.

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  6. Hyvarinen, A., J. Karhunen, and E. Oja (2001). Independent Component Analysis, John Wiley & Sons, Inc., New York.
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  7. Leeper, E.M., C.A. Sims and T. Zha (1996). What does monetary policy do? Brookings Papers on Economic Activity.

  8. Quah, D. and T.J. Sargent (983). A dynamic index model for large cross sections. In Business Cycles, Indicators, and Forecasting, eds. J.H. Stock and M.W. Watson, Chicago: University of Chicago Press, 285-306. Sargent and Sims (1977). Business cycle modeling without pretending to have too much a-priori economic theory. In New Methods in Business Cycle Research, ed. C. Sims et al., Minneapolis: Federal Reserve Bank of Minneapolis.

  9. Singleton, K.J. (1980). A latent time series model of the cyclical behavior of interest rates. International Economic Review 21, 559-575.

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