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The Transmission of Shocks across Sectors and the Dynamics of Sectoral Prices

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  • Monti, Francesca
  • Van Keirsbilck, Leila

Abstract

This paper explores the dynamics of U.S. sectoral producer prices in a large Bayesian vector autoregressive (BVAR) model where information from the Input-Output (IO) matrix is used to structure the long-run relationships between these time series. The forecasts of headline inflation generated with this model have accuracy comparable to those from the Survey of Professional Forecasters (SPF) and greater than those generated by a standard BVAR with Minnesota priors, confirming that the IO matrix long-run prior conveys relevant information about the data. We analyze the effects of different types of shocks on sectoral prices and aggregate inflation, identified using instrumental variables, and trace the cascade effects through which sectoral shocks propagate along the pricing chain, finding substantial heterogeneity in both adjustment dynamics and sectoral contributions. The analysis of the propagation of an aggregate shock like monetary policy through the network of sectors instead sheds light on the importance of each sector in the transmission of the monetary policy shock.

Suggested Citation

  • Monti, Francesca & Van Keirsbilck, Leila, 2025. "The Transmission of Shocks across Sectors and the Dynamics of Sectoral Prices," CEPR Discussion Papers 20621, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:20621
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    File URL: https://cepr.org/publications/DP20621
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    JEL classification:

    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications

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