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Is It Time to Reassess the Focal Role of Core PCE Inflation?

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  • Randal J. Verbrugge

Abstract

In this paper, I review the history of “core” PCE inflation and its rationale: remove volatile items with transitory shocks to better highlight the trend in inflation. Structural changes in the inflation process imply that, on a “reducing volatility” basis, the list of items excluded from the “core” inflation basket (aside from gasoline) is far from optimal. This is true whether one assesses volatility on the basis of a weighted component monthly, or an index monthly, or a 12-month index, or a 5-year index. In addition, I demonstrate other deficiencies of exclusion indexes. Excluded items do not just experience transitory shocks, but also have persistent trends; thus excluding them imparts a significant time-varying bias to core inflation. Meanwhile, items that are not excluded can experience volatility and moreover can cause core inflation to depart notably from trend inflation, sometimes at crucial moments. Two other prominent trend inflation measures, trimmed mean PCE inflation and median PCE inflation, gracefully address these issues, but themselves have notable time-varying bias. I discuss the source of the bias in these other measures and how to correct for bias in real time. I then summarize and extend a wide variety of evidence comparing these three trend measures. I conclude that, for a variety of considerations that are relevant for monetary policy deliberations and communication, either trimmed mean PCE inflation or median PCE inflation are superior measures.

Suggested Citation

  • Randal J. Verbrugge, 2021. "Is It Time to Reassess the Focal Role of Core PCE Inflation?," Working Papers 21-10, Federal Reserve Bank of Cleveland.
  • Handle: RePEc:fip:fedcwq:91779
    DOI: 10.26509/frbc-wp-202110
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    References listed on IDEAS

    as
    1. Brent Meyer & Guhan Venkatu, 2012. "Trimmed-mean inflation statistics: just hit the one in the middle," Working Papers (Old Series) 1217, Federal Reserve Bank of Cleveland.
    2. James H. Stock & Mark W. Watson, 2016. "Core Inflation and Trend Inflation," The Review of Economics and Statistics, MIT Press, vol. 98(4), pages 770-784, October.
    3. Amy Higgins & Randal J. Verbrugge, 2015. "Tracking Trend Inflation: Nonseasonally Adjusted Variants of the Median and Trimmed-Mean CPI," Working Papers (Old Series) 1527, Federal Reserve Bank of Cleveland.
    4. Freeman, Donald G., 1998. "Do core inflation measures help forecast inflation?," Economics Letters, Elsevier, vol. 58(2), pages 143-147, February.
    5. Tallman, Ellis W. & Zaman, Saeed, 2017. "Forecasting inflation: Phillips curve effects on services price measures," International Journal of Forecasting, Elsevier, vol. 33(2), pages 442-457.
    6. Mick Silver, 2007. "Core Inflation: Measurement and Statistical Issues in Choosing Among Alternative Measures," IMF Staff Papers, Palgrave Macmillan, vol. 54(1), pages 163-190, May.
    7. Aoki, Kosuke, 2001. "Optimal monetary policy responses to relative-price changes," Journal of Monetary Economics, Elsevier, vol. 48(1), pages 55-80, August.
    8. James H. Stock & Mark W. Watson, 2019. "Slack and Cyclically Sensitive Inflation," NBER Working Papers 25987, National Bureau of Economic Research, Inc.
    9. Theodore M. Crone & N. Neil K. Khettry & Loretta J. Mester & Jason A. Novak, 2013. "Core Measures of Inflation as Predictors of Total Inflation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(2‐3), pages 505-519, March.
    10. Amy Higgins & Randal J. Verbrugge, 2015. "Is a Nonseasonally Adjusted Median CPI a Useful Signal of Trend Inflation?," Economic Commentary, Federal Reserve Bank of Cleveland, issue Nov.
    11. Richard Ashley & Kwok Ping Tsang & Randal Verbrugge, 2020. "A new look at historical monetary policy (and the great inflation) through the lens of a persistence-dependent policy rule," Oxford Economic Papers, Oxford University Press, vol. 72(3), pages 672-691.
    12. Mr. Scott Roger, 2000. "Relative Prices, Inflation and Core Inflation," IMF Working Papers 2000/058, International Monetary Fund.
    13. repec:mcb:jmoncb:v:45:y:2013:i::p:505-519 is not listed on IDEAS
    14. Michael F. Bryan & Stephen G. Cecchetti & Rodney L. Wiggins II, 1997. "Efficient Inflation Estimation," NBER Working Papers 6183, National Bureau of Economic Research, Inc.
    15. Brent Meyer & Mehmet Pasaogullari, 2010. "Simple ways to forecast inflation: what works best?," Economic Commentary, Federal Reserve Bank of Cleveland, issue Dec.
    16. Matteo Luciani & Riccardo Trezzi, 2019. "Comparing Two Measures of Core Inflation: PCE Excluding Food & Energy vs. the Trimmed Mean PCE Index," FEDS Notes 2019-08-02-1, Board of Governors of the Federal Reserve System (U.S.).
    17. Kevin Clinton, 2006. "Core Inflation At The Bank Of Canada: A Critique," Working Paper 1077, Economics Department, Queen's University.
    18. Smith, Julie K, 2004. "Weighted Median Inflation: Is This Core Inflation?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 253-263, April.
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    Cited by:

    1. Mai Dao & Allan Dizioli & Chris Jackson & Pierre-Olivier Gourinchas & Mr. Daniel Leigh, 2023. "Unconventional Fiscal Policy in Times of High Inflation," IMF Working Papers 2023/178, International Monetary Fund.
    2. Laurence M. Ball & Mr. Daniel Leigh & Ms. Prachi Mishra & Mr. Antonio Spilimbergo, 2021. "Measuring U.S. Core Inflation: The Stress Test of COVID-19," IMF Working Papers 2021/291, International Monetary Fund.
    3. Giri, Federico, 2022. "The relationship between headline, core, and energy inflation: A wavelet investigation," Economics Letters, Elsevier, vol. 210(C).
    4. Dietrich, Alexander M., 2023. "Consumption categories, household attention, and inflation expectations: Implications for optimal monetary policy," University of Tübingen Working Papers in Business and Economics 157, University of Tuebingen, Faculty of Economics and Social Sciences, School of Business and Economics.
    5. Robert W. Rich & Randal J. Verbrugge & Saeed Zaman, 2022. "Adjusting Median and Trimmed-Mean Inflation Rates for Bias Based on Skewness," Economic Commentary, Federal Reserve Bank of Cleveland, vol. 2022(05), pages 1-7, March.

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    More about this item

    Keywords

    core inflation; forecasting; monetary policy; trimmed mean; median;
    All these keywords.

    JEL classification:

    • C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs
    • E0 - Macroeconomics and Monetary Economics - - General
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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