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Nonresponse Adjusted Raking Ratio Estimation
- Authors
- Park, Mingue
- Issue Date
- Nov-2015
- Publisher
- KOREAN STATISTICAL SOC
- Keywords
- raking ratio estimator; logistic regression; propensity score; nonresponse; regression estimator
- Citation
- COMMUNICATIONS FOR STATISTICAL APPLICATIONS AND METHODS, v.22, no.6, pp.655 - 664
- Indexed
- KCI
- Volume
- 22
- Number
- 6
- Start Page
- 655
- End Page
- 664
- ISSN
- 2287-7843
- Abstract
- A nonresponse adjusted raking ratio estimator that consists of weighting adjustment using estimated response probability and raking procedure is often used to reduce the nonresponse bias and keep the calibration property of the estimator. We investigated asymptotic properties of nonresponse adjusted raking ratio estimator and proposed a variance estimator. A simulation study is used to examine the performance of suggested estimators.
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