A generative model for evaluating missing data methods in large epidemiological cohorts
Abstract 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...
| Published in: | BMC Medical Research Methodology |
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| Main Authors: | , , |
| Format: | Article |
| Language: | English |
| Published: |
BMC
2025-02-01
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| Subjects: | |
| Online Access: | https://doi.org/10.1186/s12874-025-02487-4 |