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Implications of rounding and rebasing for empirical analysis using consumer price inflation

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  • Barak Hoffman
  • Sharon Kozicki

Abstract

Monthly CPI inflation rates can be spuriously choppy when constructed using the official CPI, rebased with 1982-84=100. The problem can be traced to rounding that occurs when only one digit after the decimal place is reported in rebased CPI data. This paper compares three CPI measures to illustrate how rounding and rebasing introduce distortions that affect variance properties, alter lag specification in autoregressive models, and \"flip\" results of unit root tests. To reduce distortions, the paper recommends using either original release data or the CPI rebased with 1967=100.

Suggested Citation

  • Barak Hoffman & Sharon Kozicki, 1999. "Implications of rounding and rebasing for empirical analysis using consumer price inflation," Research Working Paper 99-08, Federal Reserve Bank of Kansas City.
    • Handle: RePEc:fip:fedkrw:99-08
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    File URL: https://www.kansascityfed.org/documents/5269/pdf-rwp99-08.pdf
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    References listed on IDEAS

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    1. A. Steven Holland, 1984. "Does higher inflation lead to more uncertain inflation?," Review, Federal Reserve Bank of St. Louis, vol. 66(Feb), pages 15-26.
    2. Arthur M. Okun, 1971. "The Mirage of Steady Inflation," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 2(2), pages 485-498.
    3. Kim, Chang-Jin, 1993. "Unobserved-Component Time Series Models with Markov-Switching Heteroscedasticity: Changes in Regime and the Link between Inflation Rates and Inflation Uncertainty," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(3), pages 341-349, July.
    4. Brunner, Allan D & Hess, Gregory D, 1993. "Are Higher Levels of Inflation Less Predictable? A State-Dependent Conditional Heteroscedasticity Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(2), pages 187-197, April.
    5. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    6. Katsimbris, George M, 1985. "The Relationship between the Inflation Rate, Its Variability, and Output Growth Variability: Disaggregated International Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(2), pages 179-188, May.
    7. Laurence Ball & Stephen G. Cecchetti, 1990. "Inflation and Uncertainty at Long and Short Horizons," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 21(1), pages 215-254.
    8. King, Robert G. & Watson, Mark W., 1994. "The post-war U.S. phillips curve: a revisionist econometric history," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 41(1), pages 157-219, December.
    9. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    10. Evans, Martin & Wachtel, Paul, 1993. "Inflation Regimes and the," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(3), pages 475-511, August.
    11. Froyen, Richard T & Waud, Roger N, 1987. "An Examination of Aggregate Price Uncertainty in Four Countries and Some Implications for Real Output," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 28(2), pages 353-372, June.
    12. Evans, Martin, 1991. "Discovering the Link between Inflation Rates and Inflation Uncertainty," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 23(2), pages 169-184, May.
    13. Taylor, John B., 1981. "On the relation between the variability of inflation and the average inflation rate," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 15(1), pages 57-85, January.
    14. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    15. Davis, George & Kanago, Bryce, 1998. "High and Uncertain Inflation: Results from a New Data Set," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(2), pages 218-230, May.
    16. Friedman, Milton, 1977. "Nobel Lecture: Inflation and Unemployment," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 451-472, June.
    17. Martin Evans & Paul Wachtel, 1993. "Inflation regimes and the sources of inflation uncertainty," Proceedings, Federal Reserve Bank of Cleveland, pages 475-520.
    18. John E. Golob, 1994. "Does inflation uncertainty increase with inflation?," Economic Review, Federal Reserve Bank of Kansas City, vol. 79(Q III), pages 27-38.
    19. Koenker, Roger, 1981. "A note on studentizing a test for heteroscedasticity," Journal of Econometrics, Elsevier, vol. 17(1), pages 107-112, September.
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