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Kimberly Henry

IRS



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Richard Valliant

University of Michigan and University of Maryland



511 – Inference and Variance Estimation - 2

A Design Effect Measure for Calibration Weighting in Cluster Samples

Sponsor: Survey Research Methods Section
Keywords: Auxiliary data, Kish weighting design effect, Spencer design effect, generalized regression estimator

Kimberly Henry

IRS

Richard Valliant

University of Michigan and University of Maryland

We propose a model-based extension of weighting design-effect measures for two-stage sampling when calibration weighting is used. Our proposed design effect measure captures the joint effects of a nonepsem sampling design, unequal weights produced using calibration adjustments, and the strength of the association between an analysis variable and the auxiliaries used in calibration. The proposed measure is compared to existing design effect measures in an example involving household-type data.

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