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Resampling variance estimation for complex survey data

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Author Info

  • Stanislav Kolenikov

    ()
    (University of Missouri)

Abstract

In this article, I discuss the main approaches to resampling variance es- timation in complex survey data: balanced repeated replication, the jackknife, and the bootstrap. Balanced repeated replication and the jackknife are implemented in the Stata svy suite. The bootstrap for complex survey data is implemented by the bsweights command. I describe this command and provide working examples. Copyright 2010 by StataCorp LP.

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Bibliographic Info

Article provided by StataCorp LP in its journal Stata Journal.

Volume (Year): 10 (2010)
Issue (Month): 2 (June)
Pages: 165-199

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Handle: RePEc:tsj:stataj:v:10:y:2010:i:2:p:165-199

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Related research

Keywords: bsweights; balanced repeated replication; balanced bootstrap; bootstrap; complex survey data; Hadamard matrix; half-samples; jackknife; re- sampling; weighted bootstrap; mean bootstrap;

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Cited by:
  1. Himelein, Kristen & Eckman, Stephanie & Murray, Siobhan, 2013. "The use of random geographic cluster sampling to survey pastoralists," Policy Research Working Paper Series 6589, The World Bank.
  2. Palmer, Michael G. & Nguyen, Thi Minh Thuy, 2012. "Mainstreaming health insurance for people with disabilities," Journal of Asian Economics, Elsevier, vol. 23(5), pages 600-613.
  3. Viktoria Hnatkovska & Amartya Lahiri & Sourabh Paul, 2012. "Castes and Labor Mobility," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 274-307, April.
  4. Paul Eckerstorfer & Johannes Halak & Jakob Kapeller & Bernhard Schütz & Florian Springholz & Rafael Wildauer, 2014. "Correcting wealth survey data for the missing rich: The case of Austria," Economics working papers 2014-01, Department of Economics, Johannes Kepler University Linz, Austria.
  5. Tim Goedemé, 2013. "How much Confidence can we have in EU-SILC? Complex Sample Designs and the Standard Error of the Europe 2020 Poverty Indicators," Social Indicators Research, Springer, vol. 110(1), pages 89-110, January.
  6. Michal Brzezinski, 2011. "Accounting for recent trends in absolute poverty in Poland: a decomposition analysis," Post-Communist Economies, Taylor & Francis Journals, vol. 24(4), pages 465-475, December.
  7. Philippe Van Kerm, 2013. "Repeated half-sample bootstrap resampling," United Kingdom Stata Users' Group Meetings 2013 10, Stata Users Group.
  8. Marie T. Mora & Alberto D?vila, 2014. "Gender and Business Outcomes of Black and Hispanic New Entrepreneurs in the United States," American Economic Review, American Economic Association, vol. 104(5), pages 245-49, May.

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