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A Monte Carlo Comparison of Tests for Cointegration in Panel Data

Author

Listed:
  • Suzanne McCoskey

    (United States Naval Academy)

  • Chihwa Kao

    (Syracuse University)

Abstract

This paper surveys recent developments and provides Monte Carlo comparison on various tests proposed for cointegration in panel data. In particular, tests for two panel models, varying intercepts and varying slopes and varying intercepts and common slopes, are presented from the literature with a total of five tests being simulated. In all cases, results on empirical size and size-adjusted power are given.

Suggested Citation

  • Suzanne McCoskey & Chihwa Kao, 1997. "A Monte Carlo Comparison of Tests for Cointegration in Panel Data," Econometrics 9712002, University Library of Munich, Germany.
    • Handle: RePEc:wpa:wuwpem:9712002
    Note: Type of Document - Tex; prepared on IBM PC ; to print on HP/PostScript; pages: 44
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    1. Granger, Clive W J, 1997. "On Modelling the Long Run in Applied Economics," Economic Journal, Royal Economic Society, vol. 107(440), pages 169-177, January.
    2. Peter C. B. Phillips & Mico Loretan, 1991. "Estimating Long-run Economic Equilibria," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(3), pages 407-436.
    3. Andrews, Donald W K, 1991. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Econometrica, Econometric Society, vol. 59(3), pages 817-858, May.
    4. Chihwa Kao & Min-Hsien Chiang, 1997. "On the Estimation and Inference of a Cointegrated Regression in Panel Data," Econometrics 9703001, University Library of Munich, Germany.
    5. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    6. Phillips, P.C.B., 1986. "Understanding spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 33(3), pages 311-340, December.
    7. Pesaran, M Hashem, 1997. "The Role of Economic Theory in Modelling the Long Run," Economic Journal, Royal Economic Society, vol. 107(440), pages 178-191, January.
    8. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    9. Shin, Yongcheol, 1994. "A Residual-Based Test of the Null of Cointegration Against the Alternative of No Cointegration," Econometric Theory, Cambridge University Press, vol. 10(1), pages 91-115, March.
    10. Suzanne McCoskey & Chihwa Kao, 1998. "A residual-based test of the null of cointegration in panel data," Econometric Reviews, Taylor & Francis Journals, vol. 17(1), pages 57-84.
    11. Peter C. B. Phillips & Hyungsik R. Moon, 1999. "Linear Regression Limit Theory for Nonstationary Panel Data," Econometrica, Econometric Society, vol. 67(5), pages 1057-1112, September.
    12. Saikkonen, Pentti, 1991. "Asymptotically Efficient Estimation of Cointegration Regressions," Econometric Theory, Cambridge University Press, vol. 7(1), pages 1-21, March.
    13. Harvey, Andrew, 1997. "Trends, Cycles and Autoregressions," Economic Journal, Royal Economic Society, vol. 107(440), pages 192-201, January.
    14. Phillips, Peter C B & Ouliaris, S, 1990. "Asymptotic Properties of Residual Based Tests for Cointegration," Econometrica, Econometric Society, vol. 58(1), pages 165-193, January.
    15. Taylor, A M Robert & Dixon, Huw D, 1997. "Controversy: On Modelling the Long Run in Applied Economics," Economic Journal, Royal Economic Society, vol. 107(440), pages 165-168, January.
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    Cited by:

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    2. Muhammad, Sulaman & Long, Xingle & Salman, Muhammad & Dauda, Lamini, 2020. "Effect of urbanization and international trade on CO2 emissions across 65 belt and road initiative countries," Energy, Elsevier, vol. 196(C).
    3. Florian Pelgrin & Sebastian Schich, 2002. "Panel Cointegration Analysis of the Finance-Investment Link in OECD Countries," Documents de Travail de l'OFCE 2002-02, Observatoire Francais des Conjonctures Economiques (OFCE).
    4. Joakim Westerlund, 2006. "Testing for Panel Cointegration with Multiple Structural Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(1), pages 101-132, February.
    5. Mariam Camarero & Javier Ordóñez & Cecilio Tamarit, 2002. "The Euro-Dollar Exchange Rate: Is it Fundamental?," CESifo Working Paper Series 798, CESifo.
    6. Mariam Camarero & Cecilio Tamarit, 2003. "Estimating exports and imports demand for Manufactured goods: The role of FDI," European Economy Group Working Papers 22, European Economy Group.
    7. Camarero, Mariam & Tamarit, Cecilio, 2002. "A panel cointegration approach to the estimation of the peseta real exchange rate," Journal of Macroeconomics, Elsevier, vol. 24(3), pages 371-393, September.
    8. Luis Miguel Galindo & Paulina Reyes & Fernando Gonzalez, 2022. "Escenarios para la transicion energetica a una economia carbono neutral en America Latina y el Caribe: algunos hechos estilizados," Sobre México. Revista de Economía, Sobre México. Temas en economía, vol. 3(6), pages 5-39.
    9. Vladimir Kuhl Teles & Renato Joiozo, 2011. "Human capital and innovation: evidence from panel cointegration tests," Applied Economics Letters, Taylor & Francis Journals, vol. 18(17), pages 1629-1632.
    10. Cecilio R. Tamarit Escalona & Estrella Gómez, 2011. "The euro effect on trade: evidence in gravity equations using panel cointegration techniques," Working Papers. Serie EC 2011-07, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    11. Alain Hecq & Franz Palm & Jean-Pierre Urbain, 2000. "Testing for Common Cyclical Features in Nonstationary Panel Data Models," CESifo Working Paper Series 248, CESifo.
    12. Suzanne McCoskey & Chihwa Kao, 1999. "Testing the Stability of a Production Function with Urbanization as a Shift Factor: An Application of Non-Stationary Panel Data Techniques," Center for Policy Research Working Papers 5, Center for Policy Research, Maxwell School, Syracuse University.
    13. Shengli Dai & Yingying Wang & Weimin Zhang, 2022. "The Impact Relationships between Scientific and Technological Innovation, Industrial Structure Advancement and Carbon Footprints in China Based on the PVAR Model," IJERPH, MDPI, vol. 19(15), pages 1-21, August.
    14. Camarero, Mariam & Tamarit, Cecilio, 2002. "Oil prices and Spanish competitiveness: A cointegrated panel analysis," Journal of Policy Modeling, Elsevier, vol. 24(6), pages 591-605, October.
    15. Funk, Mark & Strauss, Jack, 2000. "The long-run relationship between productivity and capital," Economics Letters, Elsevier, vol. 69(2), pages 213-217, November.
    16. Gerling, Katja, 2000. "Subsidization and Structural Change in Eastern German Transition: Did Economic Policy Meet Its Objectives?," Kiel Working Papers 998, Kiel Institute for the World Economy (IfW Kiel).
    17. Mustafa Kamal & Muhammad Usman & Atif Jahanger & Daniel Balsalobre-Lorente, 2021. "Revisiting the Role of Fiscal Policy, Financial Development, and Foreign Direct Investment in Reducing Environmental Pollution during Globalization Mode: Evidence from Linear and Nonlinear Panel Data ," Energies, MDPI, vol. 14(21), pages 1-25, October.

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    More about this item

    Keywords

    Panel Cointegration;

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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