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Forecast Design in Monetary Capital Stock Measurement

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Author Info
William Barnett (University of Kansas)
Unja Chae (University of Kansas)
John Keating (University of Kansas)

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Abstract

We design a procedure for measuring the United States capital stock of money implied by the Divisia monetary aggregate service flow, in a manner consistent with the present-value model of economic capital stock. We permit non-martingale expectations and time varying discount rates. Based on Barnett’s (1991) definition of the economic stock of money, we compute the U.S. economic stock of money by discounting to present value the flow of expected expenditure on the services of monetary assets, where expenditure on monetary services is evaluated at the user costs of the monetary components. As a theoretically consistent measure of money stock, our economic stock of money nests Rotemberg, Driscoll, and Poterba’s (1995) currency equivalent index as a special case, under the assumption of martingale expectations. To compute the economic stock of money without imposing martingale expectations, we define a procedure for producing the necessary forecasts based on an asymmetric vector autoregressive model and a Bayesian vector autoregressive model. In application of this proposed procedure, Barnett, Chae, and Keating (2005) find the resulting capital-stock growth-rate index to be surprisingly robust to the modeling of expectations. Similarly the primary conclusions of this supporting paper regard robustness. We believe that further experiments with other forecasting models would further confirm our robustness conclusion. Different forecasting models can produce substantial differences in forecasts into the distant future. But since the distant future is heavily discounted in our stock formula, and since alternative forecasting formulas rarely produce dramatic differences in short term forecasts, we believe that our robustness result obviates prior concerns about the dependency of theoretical monetary capital stock computations upon forecasts of future expected flows. Even the simple martingale forecast, which has no unknown parameters and is easily computed with current period data, produces a discounted stock measure that is adequate for most purposes. Determining an easily measured extended index that can remove the small bias that we identify under the martingale forecast remains a subject for our future research. At the time that Milton Friedman (1969) was at the University of Chicago, the “Chicago School” view on the monetary transmission mechanism was based upon the wealth effect, called the “real balance effect” or “Pigou (1943) effect,” of open market operations. Our research identifies very large errors in the wealth effects computed from the conventional simple sum monetary aggregates and makes substantial progress in the direction of accurate measurement of monetary-policy wealth effects.

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Publisher Info
Paper provided by EconWPA in its series Macroeconomics with number 0508022.

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Length: 68 pages
Date of creation: 21 Aug 2005
Date of revision:
Handle: RePEc:wpa:wuwpma:0508022

Note: Type of Document - pdf; pages: 68. This paper provides the details of the forecast design used in our forthcoming Annals of Finance paper, which is in this archive in an earlier version as: ewp- mac/0508021.
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Web page: http://129.3.20.41

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Related research
Keywords: Monetary aggregation; Divisia money aggregate; economic stock of money; user cost of money; currency equivalent index; Bayesian vector autoregression; asymmetric vector autoregression.;

Other versions of this item:

Find related papers by JEL classification:
E41 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Demand for Money
G12 - Financial Economics - - General Financial Markets - - - Asset Pricing
C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions

References listed on IDEAS
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  1. Robert B. Litterman, 1985. "Forecasting with Bayesian vector autoregressions five years of experience," Working Papers 274, Federal Reserve Bank of Minneapolis. [Downloadable!]
    Other versions:
  2. Samuelson, Paul A & Swamy, S, 1974. "Invariant Economic Index Numbers and Canonical Duality: Survey and Synthesis," American Economic Review, American Economic Association, vol. 64(4), pages 566-93, September. [Downloadable!] (restricted)
  3. William Barnett, 2005. "Monetary Aggregation," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 200510, University of Kansas, Department of Economics, revised Mar 2005. [Downloadable!]
    Other versions:
  4. William Barnett, 2004. "Multilateral Aggregation-Theoretic Monetary Aggregation over Heterogeneous Countries," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 200413, University of Kansas, Department of Economics, revised Nov 2004. [Downloadable!]
    Other versions:
  5. Chetty, V K, 1972. "On Measuring the Nearness of Near-Moneys: Reply," American Economic Review, American Economic Association, vol. 62(1), pages 226-29, March. [Downloadable!] (restricted)
  6. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January. [Downloadable!] (restricted)
  7. repec:cup:macdyn:v:4:y:2000:i:2:p:197-221 is not listed on IDEAS
  8. Rotemberg, Julio J & Driscoll, John C & Poterba, James M, 1995. "Money, Output, and Prices: Evidence from a New Monetary Aggregate," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 67-83, January.
    Other versions:
  9. Joseph Bisignano, 1974. "Real money substitutes," Working Papers in Applied Economic Theory 17, Federal Reserve Bank of San Francisco.
  10. Barnett, William A. & Hinich, Melvin J. & Yue, Piyu, 2000. "The Exact Theoretical Rational Expectations Monetary Aggregate," Macroeconomic Dynamics, Cambridge University Press, vol. 4(02), pages 197-221, June. [Downloadable!]
    Other versions:
  11. Thomas Doan & Robert Litterman & Christopher Sims, 1984. "Forecasting and conditional projection using realistic prior distributions," Econometric Reviews, Taylor and Francis Journals, vol. 3(1), pages 1-100. [Downloadable!] (restricted)
    Other versions:
  12. Peter N. Ireland, 2001. "The Real Balance Effect," NBER Working Papers 8136, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  13. Barnett, William A., 1978. "The user cost of money," Economics Letters, Elsevier, vol. 1(2), pages 145-149. [Downloadable!] (restricted)
  14. William Barnett & Unja Chae & John Keating, 2005. "The Discounted Economic Stock of Money with VAR Forecasting," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 200515, University of Kansas, Department of Economics, revised Aug 2005. [Downloadable!]
    Other versions:
  15. Keating, John W., 2000. "Macroeconomic Modeling with Asymmetric Vector Autoregressions," Journal of Macroeconomics, Elsevier, vol. 22(1), pages 1-28, January. [Downloadable!] (restricted)
  16. Chetty, V Karuppan, 1969. "On Measuring the Nearness of the Near-Moneys," American Economic Review, American Economic Association, vol. 59(3), pages 270-81, June.
  17. Shiller, Robert J, 1979. "The Volatility of Long-Term Interest Rates and Expectations Models of the Term Structure," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1190-1219, December. [Downloadable!] (restricted)
  18. Barth, James R & Kraft, Arthur & Kraft, John, 1977. "The 'Moneyness' of Financial Assets," Applied Economics, Taylor and Francis Journals, vol. 9(1), pages 51-61, March.
  19. Klein, Benjamin, 1974. "Competitive Interest Payments on Bank Deposits and the Long-Run Demand for Money," American Economic Review, American Economic Association, vol. 64(6), pages 931-49, December. [Downloadable!] (restricted)
  20. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May. [Downloadable!] (restricted)
  21. Hoover, Kevin D. & Perez, Stephen J., 1994. "Post hoc ergo propter once more an evaluation of 'does monetary policy matter?' in the spirit of James Tobin," Journal of Monetary Economics, Elsevier, vol. 34(1), pages 47-74, August. [Downloadable!] (restricted)
  22. William A. Barnett & Shu Wu, 2004. "On User Costs of Risky Monetary Assets," Macroeconomics 0406009, EconWPA. [Downloadable!]
    Other versions:
  23. Dr. Peter Kenning & Hilke Plassmann, 2004. "NeuroEconomics," Experimental 0412005, EconWPA. [Downloadable!]
  24. Richard G. Anderson & Barry Jones & Travis Nesmith, 1996. "Monetary aggregation theory and statistical index numbers," Working Papers 1996-007, Federal Reserve Bank of St. Louis. [Downloadable!]
  25. Steinhauer, Larry & Chang, John, 1972. "On Measuring the Nearness of Near-Moneys: Comment," American Economic Review, American Economic Association, vol. 62(1), pages 221-25, March. [Downloadable!] (restricted)
  26. Barnett, William A. & Hinich, Melvin J. & Weber, Warren E., 1986. "The regulatory wedge between the demand-side and supply-side aggregation-theoretic monetary aggregates," Journal of Econometrics, Elsevier, vol. 33(1-2), pages 165-185. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. William Barnett & Unja Chae & John Keating, 2005. "The Discounted Economic Stock of Money with VAR Forecasting," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 200515, University of Kansas, Department of Economics, revised Aug 2005. [Downloadable!]
    Other versions:
  2. Kelly, Logan, 2007. "Measuring the Economic Stock of Money," MPRA Paper 4914, University Library of Munich, Germany. [Downloadable!]
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