Partially Calibrated Poststratified Weights for Handling Unit Non Response |
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Authors: | Mingue Park |
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Affiliation: | 1. Department of Statistics, Korea University, Seoul, South Koreampark2@korea.ac.kr |
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Abstract: | We consider a non response-adjusted poststratified estimation when there exists a set of clear response homogeneity groups but the population distribution of that set is unknown, which is common in practice. We propose a partially calibrated poststratified estimator that is asymptotically unbiased and satisfies a calibration equation for the auxiliary variables of which the joint population distribution is known. We also provide a variance estimator of the proposed poststratified estimator. In a small simulation study, the proposed estimator performed better than or comparable to commonly used estimators. |
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Keywords: | Poststratified estimator Non response weight adjustment Calibration Telephone survey Regression estimator |
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