Semiparametric efficient estimation of dynamic panel data models

Park, Byeong U.;Sickles, Robin C.;Simar, Léopold
(2003) , 22 pages

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Authors
  • Park, Byeong U.Seoul National University
    Author
  • Sickles, Robin C.Rice University
    Author
  • Author
Abstract
This paper extends the semiparametric efficient treatment of panel data models pursued by Park and Simar (1994) and Park, Sickles, and Simar (1998, 2003) to a dynamic panel setting. We develop a semiparametric efficient estimator under minimal assumptions when the panel model contains a lagged dependent variable. We apply this new estimator to analyze the structure of demand between city pairs for selected U. S. airlines during the period 1979 I to 1992 IV.
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Citations

Park, B. U., Sickles, R. C., & Simar, L. (2003). Semiparametric efficient estimation of dynamic panel data models (STAT Discussion Papers 0315). https://hdl.handle.net/2078.5/34797