Concepedia

Missing data in a multi-item instrument were best handled by multiple imputation at the item score level

Iris Eekhout, Henrica C. W. de Vet, Jos W. R. Twisk, Jaap Brand, Michiel R. de Boer, Martijn W. Heymans

Journal of Clinical Epidemiology · 2013 · 303 citations · 29 references

DOI

Concepts

References

29

Statistical Analysis With Missing Data

Maureen Lahiff, Roderick J. A. Little, Donald B. Rubin · Journal of the American Statistical Association · 1989 · 17.5K citations

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<b>mice</b>: Multivariate Imputation by Chained Equations in<i>R</i>

Stef van Buuren, Karin Groothuis‐Oudshoorn · Journal of Statistical Software · 2011 · 13.6K citations · Full text

, , +13

Missing data: Our view of the state of the art.

Joseph L. Schafer, J. A. Graham · Psychological Methods · 2002 · 10.9K citations

, , +17

Inference and missing data

Donald B. Rubin · Biometrika · 1976 · 9.7K citations

, , +17

MICE: Multivariate Imputation by Chained Equations in R

Stef van Buuren, Karin Groothuis‐Oudshoorn · 2010 · 6.2K citations · Full text

, , +8