On the use of sampling weights and sample distribution when estimating regression models under informative sampling

Date
2014-05-15
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Publisher
Główny Urząd Statystyczny – Zakład Wydawnictw Statystycznych
Abstract
In this paper we show that the use of sampling weights when estimating regression models with survey data discussed by Magee, Robb and Burbidge (1998), and the use of sample distribution in fitting regression models with survey data proposed by Pfeffermann and Sverchkov (1999) are coincide methods dealing with the same statistical problem.
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Keywords
sample likelihood, first order inclusion probability, two-step maximum likelihood method
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