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Testing Convergence in Income Distribution

Author

Listed:
  • Yong Bao
  • Shatakshee Dhongde

Abstract

The generalized method of moments (GMM) estimator is often used to test for convergence in income distribution in a dynamic panel set‐up. We argue that though consistent, the GMM estimator utilizes the sample observations inefficiently. We propose a simple ordinary least squares (OLS) estimator with more efficient use of sample information. Our Monte Carlo study shows that the GMM estimator can be very imprecise and severely biased in finite samples. In contrast, the OLS estimator overcomes these shortcomings.

Suggested Citation

  • Yong Bao & Shatakshee Dhongde, 2009. "Testing Convergence in Income Distribution," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(2), pages 295-302, April.
    • Handle: RePEc:bla:obuest:v:71:y:2009:i:2:p:295-302
    DOI: 10.1111/j.1468-0084.2008.00514.x
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    References listed on IDEAS

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    1. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    2. Michael Bleaney & Akira Nishiyama, 2003. "Convergence in income inequality: differences between advanced and developing countries," Economics Bulletin, AccessEcon, vol. 4(22), pages 1-10.
    3. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    4. Ravallion, Martin, 2003. "Inequality convergence," Economics Letters, Elsevier, vol. 80(3), pages 351-356, September.
    5. Javier Alvarez & Manuel Arellano, 2003. "The Time Series and Cross-Section Asymptotics of Dynamic Panel Data Estimators," Econometrica, Econometric Society, vol. 71(4), pages 1121-1159, July.
    6. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    7. repec:ebl:ecbull:v:4:y:2003:i:22:p:1-10 is not listed on IDEAS
    8. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    9. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
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    Citations

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    Cited by:

    1. Bao, Yong & Yu, Xuewen, 2023. "Indirect inference estimation of dynamic panel data models," Journal of Econometrics, Elsevier, vol. 235(2), pages 1027-1053.
    2. Shatakshee Dhongde & Xing Miao, 2013. "Cross-Country Convergence in Income Inequality," Working Papers 290, ECINEQ, Society for the Study of Economic Inequality.
    3. Huang, Ho-Chuan (River) & Liu, Wei-Han & Yeh, Chih-Chuan, 2012. "Convergence in price levels across US cities," Economics Letters, Elsevier, vol. 114(3), pages 245-248.
    4. Pei-Chien Lin & Ho-Chuan Huang, 2011. "Inequality convergence in a panel of states," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(2), pages 195-206, June.
    5. Dustin Chambers & Shatakshee Dhongde, 2017. "Are countries becoming equally unequal?," Empirical Economics, Springer, vol. 53(4), pages 1323-1348, December.
    6. Dustin Chambers & Susan Hamer, 2012. "Culture And Growth: Some Empirical Evidence," Bulletin of Economic Research, Wiley Blackwell, vol. 64(4), pages 549-564, October.
    7. Christina Christou & Juncal Cunado & Rangan Gupta, 2019. "Price Convergence Patterns across U.S. States," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 66(2), pages 187-201.
    8. Chambers, Dustin & Dhongde, Shatakshee, 2016. "Convergence in income distributions: Evidence from a panel of countries," Economic Modelling, Elsevier, vol. 59(C), pages 262-270.

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