Variance estimation of survey estimates calibrated on estimated control total: an application to the extended regression estimator and the regression composite estimator
Berger, Yves G., Rancourt, Eric and Muñoz, Juan F. (2009) Variance estimation of survey estimates calibrated on estimated control total: an application to the extended regression estimator and the regression composite estimator. Computational Statistics & Data Analysis, 53, (7), 2596-2604. (doi:10.1016/j.csda.2008.12.011).
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Calibration on control totals is commonly used for survey weighting. It is usually assumed that these totals are values known without sampling errors. However, they can be estimated from other sources. A variance estimator that takes into account the randomness of control totals is derived. Several situations such as calibration on external sources and calibration with sampling on two occasions are investigated. The methodology proposed is general and can be implemented in various situations when control totals are estimated.
|Subjects:||Q Science > QA Mathematics
H Social Sciences > HD Industries. Land use. Labor
H Social Sciences > HA Statistics
|Divisions:||University Structure - Pre August 2011 > School of Social Sciences > Social Statistics
|Date Deposited:||15 May 2009|
|Last Modified:||02 Mar 2012 11:47|
|Contact Email Address:||Y.G.Berger@soton.ac.uk|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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