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Cointegration Tests on MARS

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  • Sephton, Peter S

Abstract

Multivariate adaptive regression spline (MARS) models due to Friedman (1991) are employed to examine non-linear cointegration. Critical values of the Dickey-Fuller cointegration test statistics, appropriate to the MARS model, are presented. Several empirical examples demonstrate the gains to the non-linear modelling of economic time series. Citation Copyright 1994 by Kluwer Academic Publishers.

Suggested Citation

  • Sephton, Peter S, 1994. "Cointegration Tests on MARS," Computational Economics, Springer;Society for Computational Economics, vol. 7(1), pages 23-35, February.
    • Handle: RePEc:kap:compec:v:7:y:1994:i:1:p:23-35
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    Cited by:

    1. Yamin Ahmad & Adam Check & Ming Chien Lo, 2024. "Unit Roots in Macroeconomic Time Series: A Comparison of Classical, Bayesian and Machine Learning Approaches," Computational Economics, Springer;Society for Computational Economics, vol. 63(6), pages 2139-2173, June.
    2. Verkooijen,W. & Plasmans,J. & Daniels,H., 1995. "Long-run Exchange Rate Determination:a Neural Network Study," Papers 95109, Tilburg - Center for Economic Research.
    3. Verkooijen, W.J.H. & Plasmans, J.E.J. & Daniels, H.A.M., 1995. "Long-run exchange rate determination : A neural network study," Other publications TiSEM 78daf6e2-068d-4295-8856-4, Tilburg University, School of Economics and Management.
    4. Peter Sephton & Janelle Mann, 2016. "Compelling Evidence of an Environmental Kuznets Curve in the United Kingdom," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 64(2), pages 301-315, June.
    5. Peter Sephton, 2008. "Critical values of the augmented fractional Dickey–Fuller test," Empirical Economics, Springer, vol. 35(3), pages 437-450, November.
    6. Sephton, Peter & Mann, Janelle, 2013. "Further evidence of an Environmental Kuznets Curve in Spain," Energy Economics, Elsevier, vol. 36(C), pages 177-181.
    7. Sephton, Peter & Mann, Janelle, 2018. "Gold and crude oil prices after the great moderation," Energy Economics, Elsevier, vol. 71(C), pages 273-281.
    8. Shahbaz, Muhammad & Mahalik, Mantu Kumar & Shah, Syed Hasanat & Sato, João Ricardo, 2016. "Time-varying analysis of CO2 emissions, energy consumption, and economic growth nexus: Statistical experience in next 11 countries," Energy Policy, Elsevier, vol. 98(C), pages 33-48.
    9. Barkoulas, John T. & Barilla, Anthony G. & Wells, William, 2016. "Long-memory exchange rate dynamics in the euro era," Chaos, Solitons & Fractals, Elsevier, vol. 86(C), pages 92-100.
    10. Andrea Vaona, 2015. "Anomalous empirical evidence on money long-run super-neutrality and the vertical long-run Phillips curve," Working Papers 17/2015, University of Verona, Department of Economics.
    11. Pedro Antonio Martín Cervantes & Nuria Rueda López & Salvador Cruz Rambaud, 2020. "The Relative Importance of Globalization and Public Expenditure on Life Expectancy in Europe: An Approach Based on MARS Methodology," IJERPH, MDPI, vol. 17(22), pages 1-20, November.
    12. Sephton, Peter S., 2019. "El Niño, La Niña, and a cup of Joe," Energy Economics, Elsevier, vol. 84(C).
    13. Muhammad Shahbaz & Naceur Khraief & Mantu Kumar Mahalik, 2020. "Investigating the environmental Kuznets’s curve for Sweden: evidence from multivariate adaptive regression splines (MARS)," Empirical Economics, Springer, vol. 59(4), pages 1883-1902, October.
    14. John Barkoulas & Christopher F. Baum, 1996. "A Re-examination of the Fragility of Evidence from Cointegration- Based Tests of Foreign Exchange Market Efficiency," Boston College Working Papers in Economics 311., Boston College Department of Economics.
    15. Nebot, César & Beyaert, Arielle & García-Solanes, José, 2019. "New insights into the nonlinearity of Okun's law," Economic Modelling, Elsevier, vol. 82(C), pages 202-210.

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