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XTMG: Stata module to estimate panel time series models with heterogeneous slopes

Author

Listed:
  • Markus Eberhardt

    (Centre for the Study of African Economies, Department of Economics, University of Oxford)

Programming Language

Stata

Abstract

The xtmg command implements three estimators from the recent panel time series literature which allow for heterogeneous slopes across panel units: the Pesaran and Smith (1995) Mean Group estimator, the Pesaran (2006) Common Correlated Effects Mean Group estimator and the Augmented Mean Group estimator introduced in Eberhardt and Teal (2010) and Bond and Eberhardt (2009). The latter two allow for cross-section dependence in the panel and have been shown to perform well in (co-)integrated panels. The routine allows for a number of options, including the computation of outlier-robust means (implemented using the rreg command), presentation of the group-specific regression results and the calculation of residual series based on the group-specific estimates.

Suggested Citation

  • Markus Eberhardt, 2011. "XTMG: Stata module to estimate panel time series models with heterogeneous slopes," Statistical Software Components S457238, Boston College Department of Economics, revised 25 Jul 2013.
    • Handle: RePEc:boc:bocode:s457238
    Note: This module should be installed from within Stata by typing "ssc install xtmg". The module is made available under terms of the GPL v3 (https://www.gnu.org/licenses/gpl-3.0.txt). Windows users should not attempt to download these files with a web browser.
    as

    Download full text from publisher

    File URL: http://fmwww.bc.edu/repec/bocode/x/xtmg.ado
    File Function: program code
    Download Restriction: no
    File URL: http://fmwww.bc.edu/repec/bocode/x/xtmg.sthlp
    File Function: help file
    Download Restriction: no
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