Abstract Details
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Activity Number:
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671
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Type:
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Topic Contributed
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Date/Time:
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Thursday, August 8, 2013 : 10:30 AM to 12:20 PM
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Sponsor:
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Survey Research Methods Section
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| Abstract - #309806 |
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Title:
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A Design Effect Measure for Calibration Weights in Single-Stage Samples
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Author(s):
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Kimberly Henry*+ and Richard Valliant
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Companies:
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Statistics of Income, IRS and University of Michigan and University of Maryland
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Keywords:
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Auxiliary data ;
Kish weighting design effect ;
Spencer design effect ;
generalized regression estimator
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Abstract:
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We propose a model-based extension of weighting design-effect measures. We develop a summary-level diagnostic for different variables of interest, in single-stage sampling and under calibration weight adjustments. Our proposed design effect measure captures the joint effects of a non-epsem sampling design, unequal weights produced using calibration adjustments, and the strength of the association between an analysis variable and the auxiliaries used in calibration. We compare our proposed measure to existing design effect measures using a case study and simulation involving establishment-type data.
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Authors who are presenting talks have a * after their name.
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