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Re: st: BOOTSTRAP and pweights


From   "Stas Kolenikov" <skolenik@gmail.com>
To   statalist@hsphsun2.harvard.edu
Subject   Re: st: BOOTSTRAP and pweights
Date   Fri, 9 Mar 2007 15:31:04 -0600

Reference:

Shao, J. and D. Tu. 1995. The Jackknife and Bootstrap.  New York: Springer.
(namely, chapter 6 of that book)

Couple more refs:

Shao, J. (1996), 'Resampling methods in sample surveys', Statistics
27, 203–254. with discussion -- big and nice review.

Rao, J. N. K. & Wu, C. F. J. (1988), 'Resampling inference with
complex survey data', Journal of the American Statistical Association
83(401), 231–241 -- basically, the first paper to discuss the
bootstrap with survey data seriously, and to discover some serious
flaws

Rao, J. N. K., Wu, C. F. J. & Yue, K. (1992), 'Some recent work on
resampling methods for complex surveys', Survey Methodology 18(2),
209–217 -- a very useful extension of the previous paper to show how
to deal with the scaling issues through weights rather than through
the results based on the bootstrap samples.

--
Stas Kolenikov
http://stas.kolenikov.name

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