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Repeated half-sample bootstrap resampling

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  • Philippe Van Kerm

    (CEPS/INSTEAD, Luxembourg)

Abstract

This presentation illustrates Stata’s implementation of the repeated half-sample bootstrap proposed by Saigo et al. (2001, Survey Methodology). This resampling scheme is easy to implement and is appropriate for complex survey designs, even with small stratum sizes. The user-written command rhsbsample mimicks the official bsample command and can be used for bootstrap inference in a wide range of settings.

Suggested Citation

  • Philippe Van Kerm, 2013. "Repeated half-sample bootstrap resampling," United Kingdom Stata Users' Group Meetings 2013 10, Stata Users Group.
    • Handle: RePEc:boc:usug13:10
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    File URL: http://repec.org/usug2013/vankerm.uk13.pdf
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    References listed on IDEAS

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    1. Stanislav Kolenikov, 2010. "Resampling variance estimation for complex survey data," Stata Journal, StataCorp LP, vol. 10(2), pages 165-199, June.
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    Cited by:

    1. Chung Choe & Philippe Van Kerm, 2018. "Foreign Workers and the Wage Distribution: What Does the Influence Function Reveal?," Econometrics, MDPI, vol. 6(3), pages 1-26, September.
    2. Nicolas Herault, 2015. "How Income Mobility and Income Growth Explain Income Inequality Trends," Melbourne Institute Working Paper Series wp2015n14, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    3. CHOE Chung & VAN KERM Philippe, 2014. "Foreign workers and the wage distribution: Where do they fit in?," LISER Working Paper Series 2014-02, Luxembourg Institute of Socio-Economic Research (LISER).

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