Multiple Imputation
Emerging
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Work Details
- DOI 10.1201/9780429321740-5
- OpenAlex ID W4200184419
- Type Book-chapter
- Language EN
- Published 01 Oct 2021
- Pages 105–130
- Source Chapman & Hall/CRC eBooks
- Publisher Informa
- Added 31 Dec 2021
- Updated 10 Oct 2026
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Multiple Imputation
Book-chapter 2021 EN
Multiple imputation (MI), first proposed by Rubin (1978) , is one popular method of imputation motivated from a Bayesian perspective. Bayesian prediction tools can be used to develop MI for various situations. The MI also have a frequentist justification for the parameters in the imputation model. The frequentist theory behind multiple imputation has been unknown until the work of Wang and Robins…
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2 authors| # | Author | Institutions | ORCID |
|---|---|---|---|
| 1 | Jae Kwang Kim | — | |
| 2 | Jun Shao | — |
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