Calibration Estimation in Survey Sampling

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Calibration estimation, where the sampling weights are adjusted to make certain estimators match known population totals, is commonly used in survey sampling. The generalized regression estimator is an example of a calibration estimator. Given the functional form of the calibration adjustment term, we establish the asymptotic equivalence between the functional-form calibration estimator and an instrumental variable calibration estimator where the instrumental variable is directly determined from the functional form in the calibration equation. Variance estimation based on linearization is discussed and applied to some recently proposed calibration estimators. The results are extended to the estimator that is a solution to the calibrated estimating equation. Results from a limited simulation study are presented
Publisher
WILEY-BLACKWELL
Issue Date
2010-04
Language
English
Article Type
Article
Keywords

AUXILIARY INFORMATION; EMPIRICAL LIKELIHOOD; COMPLEX SURVEYS; REGRESSION ESTIMATION; FINITE POPULATIONS; MODEL; PREDICTION

Citation

INTERNATIONAL STATISTICAL REVIEW, v.78, no.1, pp.21 - 39

ISSN
0306-7734
DOI
10.1111/j.1751-5823.2010.00099.x
URI
http://hdl.handle.net/10203/212945
Appears in Collection
MA-Journal Papers(저널논문)
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