A fair comparison of tree-based and parametric methods in multiple imputation by chained equations.
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DOI: 10.1002/sim.8468
Abstract: Multiple imputation by chained equations (MICE) has emerged as a leading strategy for imputing missing epidemiological data due to its ease of implementation and ability to maintain unbiased effect estimates and valid inference. Within the… read more here.
Keywords: imputation chained; imputation; multiple imputation; tree based ... See more keywords