Concepedia

Missing covariate data in medical research: To impute is better than to ignore

Kristel J.M. Janssen, A. Rogier T. Donders, Frank E. Harrell, Yvonne Vergouwe, Qingxia Chen, Diederick E. Grobbee, Karel G.M. Moons

Journal of Clinical Epidemiology · 2010 · 607 citations · 21 references

DOI

Concepts

References

21

Statistical Analysis With Missing Data

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

, , +12

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

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

, , +17

A method of comparing the areas under receiver operating characteristic curves derived from the same cases.

J A Hanley, Barbara J. McNeil · Radiology · 1983 · 7.1K citations

, , +16

Analysis of Incomplete Multivariate Data

David E. Booth, Joseph L. Schafer · Technometrics · 2000 · 5.7K citations

, , +15

Statistical Analysis with Missing Data

Subir Ghosh, Roderick J. A. Little, Donald B. Rubin · Technometrics · 1988 · 3.1K citations

, , +12