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Panel Analysis of Continuous Variables

In: Applied Panel Data Analysis for Economic and Social Surveys

Author

Listed:
  • Hans-Jürgen Andreß

    (Universität Köln, Lehrstuhl für Empirische Sozial- und Wirtschaftsforschung)

  • Katrin Golsch

    (Universität Bielefeld, Fakultät für Soziologie)

  • Alexander W. Schmidt

    (Universität Köln, Lehrstuhl für Empirische Sozial- und Wirtschaftsforschung)

Abstract

The chapter discusses statistical techniques to specify and estimate regression models for continuous dependent variables. They focus either on the level or the change of the dependent variable. While most techniques explicitly model the panel design, some only control for the serial correlations, e.g., by using robust standard errors. Ordinary or generalized least squares is used for model estimation. The discussion includes first differences as well as fixed and random effects estimation and their variants.

Suggested Citation

  • Hans-Jürgen Andreß & Katrin Golsch & Alexander W. Schmidt, 2013. "Panel Analysis of Continuous Variables," Springer Books, in: Applied Panel Data Analysis for Economic and Social Surveys, edition 127, chapter 4, pages 119-202, Springer.
    • Handle: RePEc:spr:sprchp:978-3-642-32914-2_4
    DOI: 10.1007/978-3-642-32914-2_4
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