Scandinavian Working Papers in Business Administration
Working Papers,
Örebro University, School of Business
No 2005:9: The variance of some common estimators and its components under nonresponse
Sara Tångdahl ()
Additional contact information
Sara Tångdahl: Department of Business, Economics, Statistics and Informatics, Postal: Örebro University, Department of Business, Economics, Statistics and Informatics, SE - 701 82 ÖREBRO, Sweden
Abstract: In most surveys, the risk of nonresponse is a factor taken into account at the planning stage. Commonly, resources are set aside for a follow-up procedure which aims at reducing the nonresponse rate. However, we should pay attention to the effect of nonresponse, rather than the nonresponse rate itself. When considering nonresponse error, i.e. bias and variance, it is not obvious that the resources spent on nonresponse rate reduction efforts are time and money well spent.
In this paper we address this issue, continuing the work begun in Tångdahl (2004), now focusing on the effect of follow-ups on estimator variance. The components of the variance for some common estimators are derived under a setup that allows us to take into account the data collection process, and follow-up efforts in particular.
Keywords: nonresponse variance; response distribution; RHG model; calibration for nonresponse; variance components; resource allocation
33 pages, November 4, 2005
Full text files
wp-9-2005.pdf
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