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Seasonality in Dynamic Regression Models

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  • Andrew C Harvey
  • Andrew Scott

Abstract

This paper examines the implications of treating seasonality as an unobserved component which changes slowly over time. This approach simplifies the specification of dynamic relationships by separating non-seasonal from seasonal factors. We illustrate this approach using the consumption model of Davidson et al (1978) and estimate a stable error correction model between consumption, income and prices over the period 1958-92. More generally, we argue that autoregressive models are unlikely to successfully model slowly changing seasonality, and may confound seasonal effects with the dynamic responses of prime interest. Our approach can be used in a wide range of cases and we show that there is little loss in efficiency even if seasonality is deterministic.

Suggested Citation

  • Andrew C Harvey & Andrew Scott, 1994. "Seasonality in Dynamic Regression Models," CEP Discussion Papers dp0184, Centre for Economic Performance, LSE.
  • Handle: RePEc:cep:cepdps:dp0184
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    1. Morck, Randall & Shleifer, Andrei & Vishny, Robert W, 1990. " Do Managerial Objectives Drive Bad Acquisitions?," Journal of Finance, American Finance Association, vol. 45(1), pages 31-48, March.
    2. Warner, Jerold B. & Watts, Ross L. & Wruck, Karen H., 1988. "Stock prices and top management changes," Journal of Financial Economics, Elsevier, vol. 20(1-2), pages 461-492, January.
    3. Murphy, Kevin J., 1985. "Corporate performance and managerial remuneration : An empirical analysis," Journal of Accounting and Economics, Elsevier, vol. 7(1-3), pages 11-42, April.
    4. DeFusco, Richard A & Johnson, Robert R & Zorn, Thomas S, 1990. " The Effect of Executive Stock Option Plans on Stockholders and Bondholders," Journal of Finance, American Finance Association, vol. 45(2), pages 617-627, June.
    5. Amihud, Yakov & Lev, Baruch & Travlos, Nickolaos G, 1990. " Corporate Control and the Choice of Investment Financing: The Case of Corporate Acquisitions," Journal of Finance, American Finance Association, vol. 45(2), pages 603-616, June.
    6. Jensen, Michael C. & Ruback, Richard S., 1983. "The market for corporate control : The scientific evidence," Journal of Financial Economics, Elsevier, vol. 11(1-4), pages 5-50, April.
    7. Agrawal, Anup & Mandelker, Gershon N, 1987. " Managerial Incentives and Corporate Investment and Financing Decision s," Journal of Finance, American Finance Association, vol. 42(4), pages 823-837, September.
    8. Cosh, Andrew, 1975. "The Remuneration of Chief Executives in the United Kingdom," Economic Journal, Royal Economic Society, vol. 85(337), pages 75-94, March.
    9. Larcker, David F., 1983. "The association between performance plan adoption and corporate capital investment," Journal of Accounting and Economics, Elsevier, vol. 5(1), pages 3-30, April.
    10. Healy, Paul M., 1985. "The effect of bonus schemes on accounting decisions," Journal of Accounting and Economics, Elsevier, vol. 7(1-3), pages 85-107, April.
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