Practical considerations for sensitivity analysis after mult…
Established
64
Citations37
Refs2012
Year
Search Works
Work Details
- DOI 10.1186/1471-2288-12-73
- PMID https://pubmed.ncbi.nlm.nih.gov/22681630
- PMCID https://www.ncbi.nlm.nih.gov/pmc/articles/3537570
- OpenAlex ID W2123033500
- Type Article
- Language EN
- Published 08 Jun 2012
- Volume 12 (1)
- Pages 73
- Source BMC Medical Research Methodology
- Publisher BioMed Central
- FWCI 3.67
- Countries 2
- Institutions 2
- Added 24 Jun 2016
- Updated 28 Oct 2026
External Links
MENU
0
Practical considerations for sensitivity analysis after multiple imputation applied to epidemiological studies with incomplete data
Article 2012 EN Gold
BACKGROUND: Multiple Imputation as usually implemented assumes that data are Missing At Random (MAR), meaning that the underlying missing data mechanism, given the observed data, is independent of the unobserved data. To explore the sensitivity of the inferences to departures from the MAR assumption, we applied the method proposed by Carpenter et al. (2007).This approach aims to approximate infere…
64
Citations
37
References
5
Authors
3.67
FWCI
Citations by Year
Last 15 yearsTopics
Keywords
UN Sustainable Development Goals
1 SDGsAuthors & Affiliations
5 authors| # | Author | Institutions | ORCID |
|---|---|---|---|
| 1 | Vanina Héraud-Bousquet Corresponding | Institut de Veille Sanitaire (FR) | — |
| 2 | Christine Larsen | Institut de Veille Sanitaire (FR) | |
| 3 | James R. Carpenter | London School of Hygiene & Tro… (GB) | |
| 4 | Jean‐Claude Desenclos | Institut de Veille Sanitaire (FR) | — |
| 5 | Yann Le Strat | Institut de Veille Sanitaire (FR) |
Related Works
10Data: OpenAlex