Construct · 1 fields · 1 citations

multiple imputation by chained equations: a standalone construct

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● anchor · a standalone construct Nearest construct by meaning·not indexed
multiple imputationby chained equations1 CONSTRUCTMultiple imputation byVAN BUUREN · MISSING DATA

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Missing data methods

imputing incomplete multivariate data one variable at a time from its own conditional model, cycling through variables until the draws stabilise.

In missing data methods, multiple imputation by chained equations refers to imputing incomplete multivariate data one variable at a time from its own conditional model, cycling through variables until the draws stabilise. This meaning comes from van Buuren (2007) in Statistical Methods in Medical Research.[1]

Unit
Recovery means
Measured by

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Nearby constructs

conditional3 fields · 3 citationsjingle · one word, three constructsimputation1 fields · 1 citationsanchor · a standalone constructmodel3 fields · 3 citationsjingle · one word, three constructs

References

  1. van Buuren, S. (2007). Multiple imputation of discrete and continuous data by fully conditional specification. Statistical Methods in Medical Research, 16(3), 219-242. https://doi.org/10.1177/0962280206074463

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