Avoiding bias due to perfect prediction in multiple imputation of incomplete categorical variables
Work
Year: 2010
Type: article
Abstract: Multiple imputation is a popular way to handle missing data. Automated procedures are widely available in standard software. However, such automated procedures may hide many assumptions and possible d... more
Institutions MRC Biostatistics Unit, London School of Hygiene & Tropical Medicine, MRC Clinical Trials Unit at UCL, University College London
Cites: 35
Cited by: 178
Related to: 10
FWCI: 2.792
Citation percentile (by year/subfield): 99.98
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Sustainable Development Goal Peace, justice, and strong institutions
Open Access status: hybrid
APC paid (est): $3,340