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

Adulhakeem A. H.  Eideh

doi:https://doi.org/10.59170/stattrans-2014-013

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

Adulhakeem A. H. Eideh Department of Mathematics, College of Science and Technology, Al-Quds University, Abu-Dies campus, Palestine, P.O. Box 20002, Jerusalem. Statistics in Transition new series, vol. 15, 2014, 2, pages: 183-196 Published online: 2 June 2014 https://doi.org/10.59170/stattrans-2014-013

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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.

KEYWORDS

sample likelihood, first order inclusion probability, two-step maximum likelihood method.

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