Laaksonen, Seppo and Chambers, Ray
Survey Estimation Under Informative Non-Response with Follow-up. Southampton, UK, Southampton Statistical Sciences Research Institute, 23pp.
(S3RI Methodology Working Papers, (M05/02) ).
This paper deals with survey estimation when there is partial follow-up of sample non-response. Two different approaches that make use of the follow-up data are presented, the first based on weighting and the other on prediction, with appropriate variance estimators developed for each case. A simulation evaluation of these approaches using synthetic data and informative non-response is then used to contrast them with a basic weighting approach that does not take advantage of the follow-up survey. Our results indicate that the new approaches lead to significant improvement as far as estimation of the population total is concerned.
Actions (login required)