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8 - Time series analysis of the German hyperinflation (1978)

Published online by Cambridge University Press:  24 October 2009

Paul Evans
Affiliation:
Professor of Economics, Ohio State University, Columbus, OH
Arnold Zellner
Affiliation:
University of Chicago
Franz C. Palm
Affiliation:
Universiteit Maastricht, Netherlands
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Summary

Introduction

Historical studies of periods of rapid and sustained inflation as well as empirical studies of the demand for and supply of money have convinced monetarists that a strong link exists between money and prices. Indeed, Friedman (1968) has argued that movements in the money supply dominate movements in the price level.

One study that monetarists have often cited as strong evidence for this link between money and prices is Phillip Cagan's [1956] study of hyperinflations. With data on the money supplies and price levels of six countries in the throes of hyperinflation, Cagan finds that the hyperinflations were apparently caused by the pressure of a rapidly growing and exogenous money supply against a stable demand for real money balances. Unfortunately, the statistical procedures available to Cagan did not enable him to test the specification of his model adequately. In particular, he tested neither his specification of the mechanism generating expected inflation rates nor his specification of an exogenous money supply. Indeed, he failed even to test for serial correlation of the error terms. The Monte Carlo experiments of Granger and Newbold (1974) amply demonstrate that the goodness of fit of a regression is often greatly over-stated when serial correlation is present in the error term. It is therefore desirable to reassess Cagan's study.

In this chapter, I apply the technique advocated by Zellner and Palm (1974, 1975) to test three specifications of the dynamics of the German hyperinflation:

  • Model C, Cagan's original model;

  • Model MC, a modification of Cagan's original model in which expectations of inflation are rational in the sense of Muth (1961); and

  • […]

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Publisher: Cambridge University Press
Print publication year: 2004

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References

Anderson, T. W. (1971), The Statistical Analysis of Time Series (New York, John Wiley)
Box, G. E. P. and G. M. Jenkins (1970), Time Series Analysis (San Francisco, Holden-Day)
Cagan, P. (1956), “The monetary dynamics of hyperinflation,” in M. Friedman (ed.), Studies in the Quantity Theory of Money (Chicago, University of Chicago Press)
Eden, B. (1974), “On the specification of the demand for money: some theoretical and empirical results,” University of Chicago, unpublished manuscript
Friedman, M. (1968), “The role of monetary policy,” American Economic Review 56, 1–17Google Scholar
Granger, C. W. J. and Newbold, P. (1974), “Spurious regressions in economics,” Journal of Econometrics 2, 111–20CrossRefGoogle Scholar
Haugh, L. D. (1976), “Checking the independence of two covariance-stationary time series: a univariate residual cross-correlation approach,” Journal of the American Statistical Society 71, 378–85CrossRefGoogle Scholar
Muth, J. F. (1961), “Rational expectations and the theory of price movements,” Econometrica 29, 315–35CrossRefGoogle Scholar
Sargent, T. J. and N. Wallace, (1973), “Rational expectations and the dynamics of hyperinflation,” International Economic Review 15, 328–50CrossRefGoogle Scholar
Zellner, A. (1971), Introduction to Bayesian Econometrics (New York, John Wiley)
Zellner, A. and Palm, F. C. (1974), “Time series analysis and simultaneous equation econometric models,” Journal of Econometrics 2, 17–54; chapter 1 in this volumeCrossRefGoogle Scholar
Zellner, A. and Palm, F. C. (1975), “Time series and structural analysis of monetary models of the US economy,” Sankhyā: The Indian Journal of Statistics, Series C 37, 12–56; chapter 6 in this volumeGoogle Scholar

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