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Estimating the Effects of Monetary Policy in Australia Using Sign-restricted Structural Vector Autoregressions

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  • Matthew Read

    (Reserve Bank of Australia)

Abstract

Existing estimates of the macroeconomic effects of Australian monetary policy tend to be based on strong, potentially contentious, assumptions. I estimate these effects under weaker assumptions. Specifically, I estimate a structural vector autoregression identified using a variety of sign restrictions, including restrictions on impulse responses to a monetary policy shock, the monetary policy reaction function, and the relationship between the monetary policy shock and a proxy for this shock. I use an approach to Bayesian inference that accounts for the problem of posterior sensitivity to the choice of prior that arises in this setting, which turns out to be important. Some sets of identifying restrictions are not particularly informative about the effects of monetary policy. However, combining the restrictions allows us to draw some useful inferences. There is robust evidence that an increase in the cash rate lowers output and consumer prices at horizons beyond a year or so. The results are consistent with the macroeconomic effects of a 100 basis point increase in the cash rate lying towards the upper end of the range of existing estimates.

Suggested Citation

  • Matthew Read, 2022. "Estimating the Effects of Monetary Policy in Australia Using Sign-restricted Structural Vector Autoregressions," RBA Research Discussion Papers rdp2022-09, Reserve Bank of Australia.
  • Handle: RePEc:rba:rbardp:rdp2022-09
    DOI: 10.47688/rdp2022-09
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    Cited by:

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    More about this item

    Keywords

    impulse responses; monetary policy; proxies; robust Bayesian inference; sign restrictions;
    All these keywords.

    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
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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