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Measurement errors in index trader positions data: Is the price pressure hypothesis still invalid?

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  • Martin T. Bohl
  • Nicole Branger
  • Mark Trede

Abstract

In this paper, we examine whether the repeated rejection of Masters's price pressure hypothesis is robust with respect to measurement errors in index trader positions data. We allow for autocorrelated errors and a potential impact of index trader positions on both the level and volatility of commodity returns. The resulting state‐space model is estimated via particle Markov chain Monte Carlo (PMCMC). The empirical investigation relies on weekly data for 12 commodities listed in the SCoT and DCoT reports from 2006 to 2020. Our empirical findings show that the rejection of the price pressure hypothesis is robust concerning the inclusion of measurement errors in index trader positions data.

Suggested Citation

  • Martin T. Bohl & Nicole Branger & Mark Trede, 2022. "Measurement errors in index trader positions data: Is the price pressure hypothesis still invalid?," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 44(3), pages 1534-1553, September.
  • Handle: RePEc:wly:apecpp:v:44:y:2022:i:3:p:1534-1553
    DOI: 10.1002/aepp.13186
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    1. Sanders, Dwight R. & Boris, Keith & Manfredo, Mark, 2004. "Hedgers, funds, and small speculators in the energy futures markets: an analysis of the CFTC's Commitments of Traders reports," Energy Economics, Elsevier, vol. 26(3), pages 425-445, May.
    2. Dwight R. Sanders & Scott H. Irwin, 2011. "New Evidence on the Impact of Index Funds in U.S. Grain Futures Markets," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 59(4), pages 519-532, December.
    3. Yan, Lei & Irwin, Scott H. & Sanders, Dwight R., 2018. "Mapping algorithms, agricultural futures, and the relationship between commodity investment flows and crude oil futures prices," Energy Economics, Elsevier, vol. 72(C), pages 486-504.
    4. Christopher L. Gilbert, 2010. "Speculative Influences On Commodity Futures Prices 2006-2008," UNCTAD Discussion Papers 197, United Nations Conference on Trade and Development.
    5. Louis Ederington & Jae Ha Lee, 2002. "Who Trades Futures and How: Evidence from the Heating Oil Futures Market," The Journal of Business, University of Chicago Press, vol. 75(2), pages 353-374, April.
    6. Dwight R. Sanders & Scott H. Irwin & Robert P. Merrin, 2010. "The Adequacy of Speculation in Agricultural Futures Markets: Too Much of a Good Thing?," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 32(1), pages 77-94.
    7. Kenneth J. Singleton, 2014. "Investor Flows and the 2008 Boom/Bust in Oil Prices," Management Science, INFORMS, vol. 60(2), pages 300-318, February.
    8. Sanders, Dwight R. & Irwin, Scott H., 2014. "Energy futures prices and commodity index investment: New evidence from firm-level position data," Energy Economics, Elsevier, vol. 46(S1), pages 57-68.
    9. Flury, Thomas & Shephard, Neil, 2011. "Bayesian Inference Based Only On Simulated Likelihood: Particle Filter Analysis Of Dynamic Economic Models," Econometric Theory, Cambridge University Press, vol. 27(5), pages 933-956, October.
    10. Martin T. Bohl & Martin Stefan & Claudia Wellenreuther, 2019. "An Introduction to ESMA’s Commitments of Traders Reports: Do Hedgers Really Hedge?," CQE Working Papers 8619, Center for Quantitative Economics (CQE), University of Muenster.
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