Chemnitz Economic Papers
Dynamics between trading volume, volatility and open interest in agricultural futures markets: A Bayesian time-varying coeffcient approach
Abstract: The dynamics between trading volume and volatility for seven agricultural futures markets are examined by drawing on the large literature for equity markets and by allowing for heterogeneity of investors beliefs proxied by open interest. In addition, time-varying eï¬€ects on the transmission mechanism of shocks are also accounted for by implementing a Bayesian VAR model, which allows for time-variation stemming from both the coeï¬ƒcients and the variance covariance structure of the modelâ€™s disturbances. This is important since it accounts for changes in the number of trades and the size of trades across diï¬€erent periods, which can have diï¬€erent eï¬€ects on the volatility-volume relation. The results show that the Granger causality and the reaction to shocks varies substantially over time. This highlights the importance to allow for time-variation when modeling the relationship between volatility, trading volume and open interest for agricultural futures markets. In general, the ï¬ ndings indicate that volatility of agricultural futures markets is driven by previous periodâ€™s trading volume and open interest. However, the reversed relationship from lagged volatility to trading volume and open interest is limited to certain periods of time.
Keywords: Agricultural futures markets; open interest; time-varying Bayesian VAR; trading volume; volatility (search for similar items in EconPapers)
JEL-codes: C32 G13 Q14 (search for similar items in EconPapers)
Date: 2019-05, Revised 2019-05
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Published in Chemnitz Economic Papers, May 2019, pages 1-93
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https://www.tu-chemnitz.de/wirtschaft/vwl1/RePEc/download/tch/wpaper/CEP030.pdf First version, 2018 (application/pdf)
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Persistent link: https://EconPapers.repec.org/RePEc:tch:wpaper:cep030
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