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Autocorrelation and heteroskedasticity in equations describing the demand for money during rapid inflations

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Abstract

Estimating econometric equations with linear autoregressive error terms is standard if the covariance matrix of these error terms are homoskedastic. However, if heteroskedasticity prevails, this heteroskedasticity should be taken into account in order to obtain efficient estimates. In this paper, the well-known maximum-likelihood estimation method due to Beach and MacKinnon (1978) is extended to the heteroskedastic case and then applied to equations describing the demand for money in advanced inflations. Since this method isnot a straightforward generalization of the Beach-MacKinnon procedure, it not necessarily leads to estimates which are to be preferred to those obtained under the assumption of homoskedasticity.

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References

  1. Beach CM, MacKinnon JG (1978) A Maximum Likelihood Procedure for Regression with Autocorrelated Errors. Econometrica 46:51–58

    Google Scholar 

  2. Bernholz P, Jaksch HJ (1989) An Implausible Theory of Inflation. Weltwirtschaftliches Archiv 125:359–365

    Google Scholar 

  3. Frenkel JA (1977) The Forward Exchange Rate, Expectations, and the Demand for Money: The German Hyperinflation. American Economic Review 67:653–670

    Google Scholar 

  4. Hendry DF, Grayham EM (1978) Serial Correlation as a Convenient Simplification, not a Nuisance: A Comment on a Study of the Demand for Money by the Bank of England. Econ J 88:549–563

    Google Scholar 

  5. Holtfrerich C-L (1980a) Die deutsche Inflation 1914–1923, Berlin and New York. English Translation: The German Inflation 1914–1923. Causes and Effects in an International Perspective, Berlin and New York 1986

  6. Holtfrerich C-L (1980b) Erwartungen des In- und Auslands und die Geldnachfrage während der Inflation in Deutschland 1920–1923. Bankhistorisches Archiv (Zeitschrift zur Bankgeschichte) 6:3–19

    Google Scholar 

  7. Jaksch HJ (1986a) Kleine ökonometrische Modelle für sich rasch entwertende Währungen: Deutschland 1920/23 und Argentinien 1977/81. IFO-Studien 32:241–274

    Google Scholar 

  8. Jaksch HJ (1986b) Inflation und Reparationsforderungen in der frühen Weimarer Republik: Eine spieltheoretische Untersuchung. In: Feldman GD, Holtfrerich C-L, Ritter GA, Witt P-C (eds) Die Anpassung an die Inflation (Beiträge zu Inflation und Wiederaufbau in Deutschland und Europa 1914–1924). Veröffentlichungen der Historischen Kommission zu Berlin, Band 67, Berlin and New York, pp 83–123

  9. Jaksch HJ (1986c) Simulaciones de políticas antiinflacionarias en Argentina 1983/87. Económica (Universidad Nacional de La Plata, Argentina) 32:21–56

    Google Scholar 

  10. Jaksch HJ (1990) Die Elastizität des Steueraufkommens in der deutschen Inflation von 1920/23. Zeitschrift für Wirtschafts- und Sozialwissenschaften 110:93–113

    Google Scholar 

  11. Koopmans TJ (1942) Serial Correlation and Quadratic Forms in Normal Variables, Annals of Mathematical Statistics 13:14–34. Reprinted in: Beckmann M, Christ CF, Nerlove M (eds) Scientific Papers of Tjalling C. Koopmans, Berlin etc. 1970, 29–49

  12. Krämer W (1985) The Power of the Durbin-Watson Test for Regressions without an Intercept. J Econometrics 28:363–370

    Google Scholar 

  13. Sargan JD (1980) Some Tests of Dynamic Specification for a Single Equation. Econometrica 48:879–897

    Google Scholar 

  14. White H (1980) A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity. Econometrica 48:817–838

    Google Scholar 

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Jaksch, H.J. Autocorrelation and heteroskedasticity in equations describing the demand for money during rapid inflations. Empirical Economics 18, 1–19 (1993). https://doi.org/10.1007/BF01238877

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