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Estimation of AR(1) models with unequally spaced pseudo-panels

Author

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  • DAVID J. MCKENZIE

Abstract

Surveys in developing countries are often taken at unequally spaced intervals. This paper provides for the estimation of dynamic pseudo-panel models with such data. Non-linear least squares, minimum distance, and one-step estimators are used to impose the non-linear parameter restrictions which occur in dynamic models over unequally spaced periods. Consistency and asymptotic normality of the estimators is established. A small-scale Monte Carlo simulation study corroborates the results. The paper also shows how these methods can be applied to allow estimation of dynamic models with irregularly spaced genuine panel data.

Suggested Citation

  • David J. Mckenzie, 2001. "Estimation of AR(1) models with unequally spaced pseudo-panels," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 1-40.
  • Handle: RePEc:ect:emjrnl:v:4:y:2001:i:1:p:40
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    Cited by:

    1. Greß, Stefan & Tamm, Marcus & Tauchmann, Harald & Wasem, Jürgen, 2005. "Price Elasticities and Social Health Insurance Choice in Germany: A Dynamic Panel Data Approach," RWI Discussion Papers 28, RWI - Leibniz-Institut für Wirtschaftsforschung.
    2. repec:zbw:rwidps:0028 is not listed on IDEAS
    3. Marcus Tamm & Harald Tauchmann & Stefan Greß & Jürgen Wasem, 2005. "Price Elasticities and Social Health Insurance Choice in Germany: A Dynamic Panel Data Approach," RWI Discussion Papers 0028, Rheinisch-Westfälisches Institut für Wirtschaftsforschung.
    4. Colin Black & David C Broadstock & Alan Collins & Lester C Hunt, 2006. "Food Superstores, Food Deserts and Traffic Generation in the UK: A Semi-Parametric Regression Approach," Surrey Energy Economics Centre (SEEC), School of Economics Discussion Papers (SEEDS) 112, Surrey Energy Economics Centre (SEEC), School of Economics, University of Surrey.
    5. Vaona, Andrea, 2015. "Price–price deviations are highly persistent," Structural Change and Economic Dynamics, Elsevier, vol. 33(C), pages 86-95.
    6. Badi Baltagi & Seuck Song, 2006. "Unbalanced panel data: A survey," Statistical Papers, Springer, vol. 47(4), pages 493-523, October.
    7. Sasaki, Yuya & Xin, Yi, 2017. "Unequal spacing in dynamic panel data: Identification and estimation," Journal of Econometrics, Elsevier, vol. 196(2), pages 320-330.
    8. Hanig, Ross, 2006. "The Returns to Wages for Mexican Workers in a Post NAFTA World: Has the Gap in Returns to Wages Grown Between Mexican Workers in the U.S. and their Domestic Counterparts?," 2006 Annual meeting, July 23-26, Long Beach, CA 21385, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).

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