IMAGIC-500 is a large synthetic socioeconomic dataset with nested household structure, used to benchmark 14 imputation methods under MCAR, MAR, and MNAR at 10-50% missingness.
Nearest neighbor imputation for survey data.Journal of official statistics, 16 (2):113, 2000
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IMAGIC-500: IMputation benchmark on A Generative Imaginary Country (500k samples)
IMAGIC-500 is a large synthetic socioeconomic dataset with nested household structure, used to benchmark 14 imputation methods under MCAR, MAR, and MNAR at 10-50% missingness.