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Trend Inflation and Evolving Inflation Dynamics:A Bayesian GMM Analysis

Author

Listed:
  • Yasufumi Gemma

    (Bank of Japan)

  • Takushi Kurozumi

    (Bank of Japan)

  • Mototsugu Shintani

    (University of Tokyo)

Abstract

Inflation dynamics are investigated by estimating a generalized version of the New Keynesian Phillips curve (NKPC) of Galí and Gertler (1999) using Bayesian GMM. US macroeconomic data suggests that the generalized NKPC (GNKPC) performs best in terms of quasi-marginal likelihood among those considered both during and after the Great Inflation period. The estimated GNKPC indicates that when trend inflation fell after the Great Inflation period, the probability of price change decreased and the GNKPC flattened, which is in line with findings by previous studies. (Copyright: Elsevier)

Suggested Citation

  • Yasufumi Gemma & Takushi Kurozumi & Mototsugu Shintani, 2023. "Trend Inflation and Evolving Inflation Dynamics:A Bayesian GMM Analysis," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 51, pages 506-520, December.
    • Handle: RePEc:red:issued:22-126
    DOI: 10.1016/j.red.2023.05.003
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    Cited by:

    1. Yoshihiko Hogen & Ryoichi Okuma, 2018. "The Anchoring of Inflation Expectations in Japan: A Learning-Approach Perspective," Bank of Japan Working Paper Series 18-E-8, Bank of Japan.
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    3. Takushi Kurozumi & Ryohei Oishi & Willem Van Zandweghe, 2022. "Sticky Information Versus Sticky Prices Revisited: A Bayesian VAR-GMM Approach," Working Papers 22-34, Federal Reserve Bank of Cleveland.
    4. Yui Kishaba & Tatsushi Okuda, 2023. "The Slope of the Phillips Curve for Service Prices in Japan: Regional Panel Data Approach," Bank of Japan Working Paper Series 23-E-8, Bank of Japan.

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    More about this item

    Keywords

    Inflation dynamics; Trend inflation; Inflation inertia; Bayesian GMM; Quasi-marginal likelihood;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C26 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Instrumental Variables (IV) Estimation
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation

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