A generative model for evaluating missing data methods in large epidemiological cohorts

Background: The potential value of large scale datasets is constrained by the ubiquitous problem of missing data, arising in either a structured or unstructured fashion. When imputation methods are proposed for large scale data, one limitation is the simplicity of existing evaluation methods. Specif...

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Bibliographic Details
Main Authors: Radosavljević, L, Smith, SM, Nichols, TE
Format: Journal article
Language:English
Published: BioMed Central 2025