Multiple Imputation and Its Application¶
Carpenter, J. R., & Kenward, M. G. (2013). Multiple Imputation and Its Application. Wiley.
Cited by¶
1 citation across 1 artifact.
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Primes¶
- Missing Data Mechanisms (MCAR, MAR, MNAR)
- The team estimated, based on interviews with ~15 specifically-recruited nonrespondents, that the true conditional-on-covariates satisfaction gap was probably in the 0.3-0.7 range, implying the true aggregate satisfaction was likely 3.5-3.7/5 rather than the originally-reported 4.⅕
This sourceCarpenter-Kenward multiple-imputation practical application and sensitivity analysis.
- The team estimated, based on interviews with ~15 specifically-recruited nonrespondents, that the true conditional-on-covariates satisfaction gap was probably in the 0.3-0.7 range, implying the true aggregate satisfaction was likely 3.5-3.7/5 rather than the originally-reported 4.⅕
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