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Shakir Hussain, Mohammed Mohammed, Sayeed Haque, Roger Holder, John Macleod

Public reference bibliography and cataloged PDF materials authored or published by Shakir Hussain, Mohammed Mohammed, Sayeed Haque, Roger Holder, John Macleod.

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A simple method to ensure plausible multiple imputation for continuous multivariate data

Year: 2010 • Source: hal.science • Listed PDF

Multiple Imputation (MI) is an established approach for handling missing values. We show that MI for continuous data under the multivariate normal assumption is susceptible to generating implausible values. Our proposed ...