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The volatility effect on precious metals price returns in a stochastic volatility in mean model with time-varying parameters

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  • Balcilar, Mehmet
  • Ozdemir, Zeynel Abidin

Abstract

The purpose of this study is to examine how volatility effects precious metals price returns. We use the time-varying parameter stochastic volatility in mean (TVP-SVM) model to estimate the volatility and incorporate strong time varying dynamics in commodity markets. The study employs monthly data on gold, silver, copper, platinum, and palladium from 1962 to 2017. We find evidence that volatility has a largely time-varying impact on the precious metal price returns. The results show that volatility has a significant negative impact on the precious metal price returns and the impact is more negative during higher volatility periods. The market volatility is also found to be extremely persistent, implying that strong policy measures might be required to restore equilibrium. The estimates also show that metal price returns have a positive and significant effect on the volatility and, thus, higher precious metal price returns generate increased future volatility.

Suggested Citation

  • Balcilar, Mehmet & Ozdemir, Zeynel Abidin, 2019. "The volatility effect on precious metals price returns in a stochastic volatility in mean model with time-varying parameters," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 534(C).
  • Handle: RePEc:eee:phsmap:v:534:y:2019:i:c:s0378437119313445
    DOI: 10.1016/j.physa.2019.122329
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    More about this item

    Keywords

    Precious metals; Uncertainty; Stochastic volatility; State-space model;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation

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