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Dynamic Common Factors in Large Cross-Sections

Author

Listed:
  • Forni, Mario
  • Reichlin, Lucrezia

Abstract

This paper develops a method to analyze large cross-sections with non-trivial time dimension. The method (i) identifies the number of common shocks in a factor analytic model; (ii) estimates the unobserved common dynamic component; (iii) shows how to test for fundamentalness of the common shocks; (iv) (iv) quantifies positive and negative comovements at each frequency. We illustrate how the proposed techniques can be used for analyzing features of the business cycle and economic growth.

Suggested Citation

  • Forni, Mario & Reichlin, Lucrezia, 1996. "Dynamic Common Factors in Large Cross-Sections," Empirical Economics, Springer, vol. 21(1), pages 27-42.
  • Handle: RePEc:spr:empeco:v:21:y:1996:i:1:p:27-42
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    References listed on IDEAS

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    1. Tsangyao Chang & WenRong Liu & Steven Caudill, 2004. "A re-examination of Wagner's law for ten countries based on cointegration and error-correction modelling techniques," Applied Financial Economics, Taylor & Francis Journals, pages 577-589.
    2. Bharat Kolluri & Michael Panik & Mahmoud Wahab, 2000. "Government expenditure and economic growth: evidence from G7 countries," Applied Economics, Taylor & Francis Journals, vol. 32(8), pages 1059-1068.
    3. Abu-Bader, Suleiman & Abu-Qarn, Aamer S., 2003. "Government expenditures, military spending and economic growth: causality evidence from Egypt, Israel, and Syria," Journal of Policy Modeling, Elsevier, vol. 25(6-7), pages 567-583, September.
    4. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    5. Hondroyiannis, George & Papapetrou, Evangelia, 1995. "An Examination of Wagner's Law for Greece: A Cointegration Analysis," Public Finance = Finances publiques, , vol. 50(1), pages 67-79.
    6. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, pages 99-126.
    7. Gregory, Allan W. & Hansen, Bruce E., 1996. "Residual-based tests for cointegration in models with regime shifts," Journal of Econometrics, Elsevier, pages 99-126.
    8. M. I. Ansari & D. V. Gordon & C. Akuamoah, 1997. "Keynes versus Wagner: public expenditure and national income for three African countries," Applied Economics, Taylor & Francis Journals, vol. 29(4), pages 543-550.
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    10. Holmes, James M & Hutton, Patricia A, 1990. "On the Causal Relationship between Government Expenditures and National Income," The Review of Economics and Statistics, MIT Press, vol. 72(1), pages 87-95, February.
    11. Ahsan, Syed M & Kwan, Andy C C & Sahni, Balbir S, 1989. "Causality between Government Consumption Expenditure and National Income: OECD Countries," Public Finance = Finances publiques, , vol. 44(2), pages 204-224.
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    More about this item

    JEL classification:

    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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