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Backcasting cement production and characterizing cement’s economic cycles for Chile 1991–2015

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  • Byron J. Idrovo-Aguirre

    (Cámara Chilena de la Construcción)

  • Javier E. Contreras-Reyes

    (Universidad de Valparaíso)

Abstract

Cement is a non-storable input in the medium and long term. The evidence in Chile shows that cement supply and demand are in relative equilibrium, so the demand or supply of this input can measure the activity in the structural construction or work. The aim of this paper is to backcast the series of cement production since January 2009, using as an instrument the connection of the series of cement sales, available on a monthly basis from 1991–2015. To this end, we apply the Johansen cointegration method. Then, a model of state space is proposed to characterize the cycle of cement production, taking its connection with investment in construction into account. Indeed, cement production, technically, is a leading indicator of sectoral investment.

Suggested Citation

  • Byron J. Idrovo-Aguirre & Javier E. Contreras-Reyes, 2019. "Backcasting cement production and characterizing cement’s economic cycles for Chile 1991–2015," Empirical Economics, Springer, vol. 57(5), pages 1829-1852, November.
  • Handle: RePEc:spr:empeco:v:57:y:2019:i:5:d:10.1007_s00181-018-1506-8
    DOI: 10.1007/s00181-018-1506-8
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    1. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    2. Andrew C. Harvey, 1990. "The Econometric Analysis of Time Series, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 026208189x, December.
    3. Rangan Gupta & Patrick T. Kanda & Mampho P. Modise & Alessia Paccagnini, 2015. "DSGE model-based forecasting of modelled and nonmodelled inflation variables in South Africa," Applied Economics, Taylor & Francis Journals, vol. 47(3), pages 207-221, January.
    4. Byron Idrovo A., 2010. "¿Cuál es el crecimiento de largo plazo de la economía chilena? Una respuesta formal para una antigua pregunta," Revista Cuadernos de Economia, Universidad Nacional de Colombia, FCE, CID, December.
    5. Norman, G, 1979. "Economies of Scale in the Cement Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 27(4), pages 317-337, June.
    6. Johansen, Soren & Juselius, Katarina, 1990. "Maximum Likelihood Estimation and Inference on Cointegration--With Applications to the Demand for Money," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 52(2), pages 169-210, May.
    7. Cerda, Rodrigo & Vergara, Rodrigo, 2008. "Government Subsidies and Presidential Election Outcomes: Evidence for a Developing Country," World Development, Elsevier, vol. 36(11), pages 2470-2488, November.
    8. Clark, Peter K., 1989. "Trend reversion in real output and unemployment," Journal of Econometrics, Elsevier, vol. 40(1), pages 15-32, January.
    9. Javier Contreras-Reyes & Wilfredo Palma, 2013. "Statistical analysis of autoregressive fractionally integrated moving average models in R," Computational Statistics, Springer, vol. 28(5), pages 2309-2331, October.
    10. Diaz-Alejandro, Carlos, 1985. "Good-bye financial repression, hello financial crash," Journal of Development Economics, Elsevier, vol. 19(1-2), pages 1-24.
    11. Aranoff, Gerald, 2011. "Competitive manufacturing with fluctuating demand and diverse technology: Mathematical proofs and illuminations on industry output-flexibility," Economic Modelling, Elsevier, vol. 28(3), pages 1441-1450, May.
    12. Johansen, Soren, 1991. "Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models," Econometrica, Econometric Society, vol. 59(6), pages 1551-1580, November.
    13. Humphrey, Christopher & Loft, Anne & Woods, Margaret, 2009. "The global audit profession and the international financial architecture: Understanding regulatory relationships at a time of financial crisis," Accounting, Organizations and Society, Elsevier, vol. 34(6-7), pages 810-825, August.
    14. Ari Aisen & Ingrid Jones J., 2009. "Modelo de Corto Plazo para Proyectar el Empleo de la Construcción," Notas de Investigación Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 12(2), pages 77-82, August.
    15. Andrew Harvey, 2011. "Modelling the Phillips curve with unobserved components," Applied Financial Economics, Taylor & Francis Journals, vol. 21(1-2), pages 7-17.
    16. William Crowder & Mark Wohar, 2004. "A cointegrated structural VAR model of the Canadian economy," Applied Economics, Taylor & Francis Journals, vol. 36(3), pages 195-213.
    17. Lutkepohl, Helmut, 2007. "General-to-specific or specific-to-general modelling? An opinion on current econometric terminology," Journal of Econometrics, Elsevier, vol. 136(1), pages 319-324, January.
    18. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501, Decembrie.
    19. Javier Contreras-Reyes & Byron Idrovo, 2011. "En busca de un modelo Benchmark univariado para predecir la tasa de desempleo," Revista Cuadernos de Economia, Universidad Nacional de Colombia, FCE, CID, December.
    20. Chang-Jin Kim & Charles R. Nelson, 1999. "State-Space Models with Regime Switching: Classical and Gibbs-Sampling Approaches with Applications," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262112388, December.
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    Cited by:

    1. Byron J. Idrovo-Aguirre & Javier E. Contreras-Reyes, 2021. "The Response of Housing Construction to a Copper Price Shock in Chile (2009–2020)," Economies, MDPI, vol. 9(3), pages 1-11, June.
    2. Contreras-Reyes, Javier E. & Idrovo-Aguirre, Byron J., 2020. "Backcasting and forecasting time series using detrended cross-correlation analysis," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 560(C).
    3. Byron J. Idrovo-Aguirre & Francisco J. Lozano & Javier E. Contreras-Reyes, 2021. "Prosperity or Real Estate Bubble? Exuberance Probability Index of Real Housing Prices in Chile," IJFS, MDPI, vol. 9(3), pages 1-24, September.

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    More about this item

    Keywords

    Cement; Construction investment; Retropolation; Cointegration; State space; Chile;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • E2 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment
    • L6 - Industrial Organization - - Industry Studies: Manufacturing
    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity

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