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Resampling variance estimation for complex survey data

Stanislav Kolenikov ()

Stata Journal, 2010, vol. 10, issue 2, 165-199

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.

Keywords: bsweights; balanced repeated replication; balanced bootstrap; bootstrap; complex survey data; Hadamard matrix; half-samples; jackknife; re- sampling; weighted bootstrap; mean bootstrap (search for similar items in EconPapers)
Date: 2010
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