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Estimating panel time-series models with heterogeneous slopes

Author Info

  • Markus Eberhardt

    ()

    (University of Nottingham)

Abstract

This article introduces a new Stata command, xtmg, that implements three panel time-series estimators, allowing for heterogeneous slope coefficients across group members: the Pesaran and Smith (1995, Journal of Econometrics 68: 79 – 113) mean group estimator, the Pesaran (2006, Econometrica 74: 967 – 1012) common correlated effects mean group estimator, and the augmented mean group estimator introduced by Eberhardt and Teal (2010, Discussion Paper 515, Department of Economics, University of Oxford). The latter two estimators further allow for unobserved correlation across panel members (cross-section dependence). Copyright 2012 by StataCorp LP.

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Volume (Year): 12 (2012)
Issue (Month): 1 (March)
Pages: 61-71

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Handle: RePEc:tsj:stataj:v:12:y:2012:i:1:p:61-71
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Keywords: xtmg; nonstationary panels; parameter heterogeneity; cross- sectional dependence;

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Cited by:

  1. Selien De Schryder & Gert Peersman, 2013. "The U.S. Dollar Exchange Rate and the Demand for Oil," CESifo Working Paper Series 4126, CESifo Group Munich.
  2. Selien De Schryder & Gert Peersman & Joris Wauters, 2014. "Wage Indexation and the Monetary Policy Regime," CESifo Working Paper Series 5107, CESifo Group Munich.
  3. Donatella Baiardi & Carluccio Bianchi & Eleonora Lorenzini, 2013. "Food Competition In World Markets: Some Evidence From A Panel Data Analysis Of Top Exporting Countries," DEM Working Papers Series 060, University of Pavia, Department of Economics and Management.
  4. Albuquerque, Bruno & Baumann, Ursel & Krustev, Georgi, 2014. "Has US household deleveraging ended? a model-based estimate of equilibrium debt," Working Paper Series 1643, European Central Bank.
  5. Nahla Samargandi & Jan Fidrmuc & Sugata Ghosh, 2014. "Is the Relationship between Financial Development and Economic Growth Monotonic? Evidence from a Sample of Middle Income Countries," CESifo Working Paper Series 4743, CESifo Group Munich.
  6. Rexhaeuser, Sascha & Schulte, Patrick & Welsch, Heinz, 2013. "ICT and the demand for energy: Evidence from OECD countries," ZEW Discussion Papers 13-116, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
  7. Donatella Baiardi & Carluccio Bianchi & Eleonora Lorenzini, 2013. "The Clothing Export Performance and Prospects for Advanced and Emerging Economies: Evidence from a Panel Data Analysis (new version)," DEM Working Papers Series 040, University of Pavia, Department of Economics and Management.
  8. Matteo Lanzafame, 2014. "Temperature, rainfall and economic growth in Africa," Empirical Economics, Springer, vol. 46(1), pages 1-18, February.
  9. Donatella Baiardi & Carluccio Bianchi & Eleonora Lorenzini, 2013. "The Clothing Export Performance and Prospects for Advanced and Emerging Economies: Evidence from a Panel Data Analysis," DEM Working Papers Series 038, University of Pavia, Department of Economics and Management.
  10. Donatella Baiardi & Carluccio Bianchi & Eleonora Lorenzini, 2014. "The price and income elasticities of the top clothing exporters: Evidence from a panel data analysis," DEM Working Papers Series 074, University of Pavia, Department of Economics and Management.
  11. Benos, Nikos & Karagiannis, Stelios, 2013. "Do Cross-Section Dependence and Parameter Heterogeneity Matter? Evidence on Human Capital and Productivity in Greece," MPRA Paper 53326, University Library of Munich, Germany.
  12. Ruge-Leiva, Diego-Ivan, 2014. "International R&D Spillovers and Unobserved Common Shocks," MPRA Paper 56718, University Library of Munich, Germany.
  13. Antonio David & Montfort Mlachila & Ashwin Moheeput, 2014. "Does Openness Matter for Financial Development in Africa?," IMF Working Papers 14/94, International Monetary Fund.
  14. Malgorzata Sulimierska, 2014. "Effectiveness of capital control, economic growth and animal spirit: A cross-country analysis," Working Paper Series 7014, Department of Economics, University of Sussex.
  15. Donatella Baiardi & Carluccio Bianchi & Eleonora Lorenzini, 2014. "Food competition in world markets: Some evidence from a panel data analysis of top exporting countries," DEM Working Papers Series 083, University of Pavia, Department of Economics and Management.
  16. Lanzafame, Matteo & Nogueira, Reginaldo, 2013. "Inflation targeting and interest rates," MPRA Paper 46153, University Library of Munich, Germany.
  17. Daniel Goya, 2014. "The Multiple Impacts of the Exchange Rate on Export Diversification," Cambridge Working Papers in Economics 1436, Faculty of Economics, University of Cambridge.
  18. Lanzafame, Matteo, 2013. "Crime and regional growth in Italy," MPRA Paper 44343, University Library of Munich, Germany.
  19. Michael Feil, 2012. "Taxation and unemployment: (systematic) evidence from panel data analysis," EcoMod2012 4472, EcoMod.

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