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. EidehSubject(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.
Journal: Statistics in Transition. New Series
- Issue Year: 15/2014
- Issue No: 2
- Page Range: 183-196
- Page Count: 14
- Language: English