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When Grilli and Yang meet Prebisch and Singer: Piecewise linear trends in primary commodity prices

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  • Yamada, Hiroshi
  • Yoon, Gawon

Abstract

In this study, we test the Prebisch–Singer hypothesis on the secular decline of relative primary commodity prices with the extended Grilli and Yang (1988) data set, ending at 2010.” Rather than asking whether it holds for the whole sample period, we examine if the hypothesis holds sometimes during the sample period by estimating the piecewise linear trends of primary commodity prices. We employ the new ℓ1 trend filtering proposed by Kim et al. (2009) to estimate the piecewise linear trends. We find that the Prebisch–Singer hypothesis holds sometimes, but not always, for many of the primary commodities in the Grilli–Yang data. The strength of the Prebisch–Singer hypothesis has become substantially weaker recently, as the relative prices of many primary commodities have increased sharply since around 2000.

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  • Yamada, Hiroshi & Yoon, Gawon, 2014. "When Grilli and Yang meet Prebisch and Singer: Piecewise linear trends in primary commodity prices," Journal of International Money and Finance, Elsevier, vol. 42(C), pages 193-207.
  • Handle: RePEc:eee:jimfin:v:42:y:2014:i:c:p:193-207
    DOI: 10.1016/j.jimonfin.2013.08.011
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    3. Winkelried, Diego, 2016. "Piecewise linear trends and cycles in primary commodity prices," Journal of International Money and Finance, Elsevier, vol. 64(C), pages 196-213.
    4. Manuel Landajo & Mar'ia Jos'e Presno, 2024. "The prices of renewable commodities: A robust stationarity analysis," Papers 2402.01005, arXiv.org.
    5. Chuku Chuku & Paul Middleditch, 2020. "Characterizing Monetary and Fiscal Policy Rules and Interactions when Commodity Prices Matter," Manchester School, University of Manchester, vol. 88(3), pages 373-404, June.
    6. Klein, Tony, 2018. "Trends and Contagion in WTI and Brent Crude Oil Spot and Futures Markets - The Role of OPEC in the last Decade," QBS Working Paper Series 2018/05, Queen's University Belfast, Queen's Business School.
    7. Ourens, Guzmán, 2017. "Uneven growth in the extensive margin: explaining the lag of agricultural economies," CEPREMAP Working Papers (Docweb) 1704, CEPREMAP.
    8. Jean-François Carpantier, 2021. "Commodity Prices in Empirical Research," Dynamic Modeling and Econometrics in Economics and Finance, in: Gilles Dufrénot & Takashi Matsuki (ed.), Recent Econometric Techniques for Macroeconomic and Financial Data, pages 199-227, Springer.
    9. Yamada Hiroshi & Yoon Gawon, 2016. "Selecting the tuning parameter of the ℓ1 trend filter," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 20(1), pages 97-105, February.
    10. Hiroshi Yamada & Ruixue Du, 2018. "Some Results on ℓ 1 Polynomial Trend Filtering," Econometrics, MDPI, vol. 6(3), pages 1-10, July.
    11. Ansell, Thomas & Cayzer, Steve, 2018. "Limits to growth redux: A system dynamics model for assessing energy and climate change constraints to global growth," Energy Policy, Elsevier, vol. 120(C), pages 514-525.
    12. Fernandez, Viviana, 2019. "A readily computable commodity price index: 1900–2016," Finance Research Letters, Elsevier, vol. 31(C).
    13. Hiroshi Yamada & Ruoyi Bao, 2022. "$$\ell _{1}$$ ℓ 1 Common Trend Filtering," Computational Economics, Springer;Society for Computational Economics, vol. 59(3), pages 1005-1025, March.
    14. Winkelried, Diego, 2018. "Unit roots, flexible trends, and the Prebisch-Singer hypothesis," Journal of Development Economics, Elsevier, vol. 132(C), pages 1-17.
    15. Yoon, Gawon, 2015. "Locating change-points in Hodrick–Prescott trends with an application to US real GDP: A generalized unobserved components model approach," Economic Modelling, Elsevier, vol. 45(C), pages 136-141.
    16. Manuel Landajo & María José Presno, 2022. "The prices of renewable commodities: a robust stationarity analysis," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(2), pages 447-470, April.
    17. Richard Alioma & Manfred Zeller & Yee Khor Ling, 2022. "Analysis of long-term prices of micronutrient-dense and starchy staple foods in developing countries," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-21, December.
    18. Klein, Tony, 2018. "Trends and contagion in WTI and Brent crude oil spot and futures markets - The role of OPEC in the last decade," Energy Economics, Elsevier, vol. 75(C), pages 636-646.
    19. Ghoshray, Atanu, 2019. "Do international primary commodity prices exhibit asymmetric adjustment?," Journal of Commodity Markets, Elsevier, vol. 14(C), pages 40-50.
    20. Yves Jégourel, 2017. "Tendances et cyclicité du prix des matières premières (partie 1) : le débat sur l’hypothèse de Prebisch-Singer," Policy notes & Policy briefs 1729, Policy Center for the New South.
    21. Shouvik Chakraborty & Prabirjit Sarkar, 2020. "From The Classical Economists To Empiricists: A Review Of The Terms Of Trade Controversy," Journal of Economic Surveys, Wiley Blackwell, vol. 34(5), pages 1111-1133, December.

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    More about this item

    Keywords

    Prebisch–Singer hypothesis; Primary commodity prices; ℓ1 Trend filtering; Piecewise linear trends;
    All these keywords.

    JEL classification:

    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • F1 - International Economics - - Trade

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