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Dynamic Identification in VARs

Author

Listed:
  • Paul Beaudry
  • Fabrice Collard
  • Patrick Fève
  • Alain Guay
  • Franck Portier

Abstract

Most macroeconomic models view economic outcomes as being generated by a combination of endogenous and exogenous dynamic forces. In particular, the exogenous forces are generally modelled as a set of independent dynamics processes. In this paper we begin by showing that this dual dynamic structure is sufficient to identify the entire set of structural impulse responses inherent to any such model. No extra restrictions are needed. We then use this result to suggest how it can be used to evaluate common SVAR restrictions (impact restrictions, long run restrictions and proxy-VAR).

Suggested Citation

  • Paul Beaudry & Fabrice Collard & Patrick Fève & Alain Guay & Franck Portier, 2024. "Dynamic Identification in VARs," NBER Working Papers 32598, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:32598
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    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
    • E50 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - General

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