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Journal article

Comparison of methods for imputing ordinal data using multivariate normal imputation: a case study of non-linear effects in a large cohort study

Katherine J Lee, John C Galati, Julie A Simpson, John B Carlin

Statistics in Medicine | WILEY-BLACKWELL | Published : 2012

DOI: 10.1002/sim.5445

University of Melbourne Researchers

John Carlin's Profile Picture
John Carlin Author Melbourne School of Population and Global Health

Kate Lee's Profile Picture
Kate Lee Author Paediatrics Royal Children's Hospital

Julie Simpson's Profile Picture
Julie Simpson Author Melbourne School of Population and Global Health

Citation metrics

12Web of Science
14Scopus
11Dimensions

Keywords

Cohort Studies
Adult
Nonlinear Dynamics
Computer Simulation
Life Sciences & Biomedicine
Physical Sciences
Middle Aged
Aged
Humans
Binary Data
Statistics & Probability
Multivariate Analysis
Alcohol Drinking
Science & Technology
Bias
Medicine, Research & Experimental
Missing Data
Medical Informatics
Data Interpretation, Statistical
Life Style
Queensland
Logistic Models
Multiple Imputation
Research & Experimental Medicine
Mathematics
Mathematical & Computational Biology
Multivariate Normal Imputation
Colonic Neoplasms
Ordinal Data
Risk Factors
Public, Environmental & Occupational Health

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