Journal of Official Statistics, Vol.10, No.4, 1994. pp. 407–418
Reweighting and Variance Estimation for the Characteristics of Business Owners Survey
Phillip S. Kott
Abstract:This paper explores the use of post-stratification to compensate for the unit nonresponse in the 1987 U.S. Characteristics of Business Owners (CBO) Survey. As is often the case, post-stratification leads to estimators with desirable properties under both a quasi-random (response) and a parametric (superpopulation) model. Some care is necessary in setting up these simple models because the CBO is a survey both of firm characteristics and of the characteristics of firm owners. Variance estimation methods are proposed that measure parametric model variance and quasi-design mean squared error simultaneously even when finite population correction cannot be ignored.
Keywords:Unit nonresponse; quasi-randomization; parametric model; quasi-design unbiased.
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