On The Use of Sampling Weights and Sample Distribution When Estimating Regression Models Under Informative Sampling Cover Image

On The Use of Sampling Weights and Sample Distribution When Estimating Regression Models Under Informative Sampling
On The Use of Sampling Weights and Sample Distribution When Estimating Regression Models Under Informative Sampling

Author(s): Adulhakeem A. H. Eideh
Subject(s): Economy
Published by: Główny Urząd Statystyczny
Keywords: sample likelihood;first order inclusion probability;two-step maximum likelihood method

Summary/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.

  • Issue Year: 15/2014
  • Issue No: 2
  • Page Range: 183-196
  • Page Count: 14
  • Language: English
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