Multiple imputation using chained equations

White, I. R., Royston, P., & Wood, A. M. (2011). Multiple imputation using chained equations: issues and guidance for practice. Statistics in Medicine, 30(4), 377-399.

Type

Journal article

Intellectual base

Primary research

Year

2011

DOI

10.1002/sim.4067

Link

https://doi.org/10.1002/sim.4067

Cited from

statistics_experimental_design

Cited by

1 citation across 1 artifact.

Each citation links to the sentence it supports in the citing article.

Primes

• Missing Data Mechanisms (MCAR, MAR, MNAR)
  • First, under an MAR assumption, they used inverse-probability-of-response weighting

    This sourceWhite-Royston-Wood MICE methodology for inverse-probability weighting and MAR imputation.

Verification

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Registry ID ref:19e31de9ee71 · see in the full table