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Imputation (statistics)
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Process of replacing missing data with substituted values
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Fine-mapping type 2 diabetes loci to single-variant resolution using high-density imputation and islet-specific epigenome maps
scientific article published on 08 October 2018
Improved imputation of low-frequency and rare variants using the UK10K haplotype reference panel
scientific article
The proportion of missing data should not be used to guide decisions on multiple imputation
scientific article published on 13 March 2019
Rare variant genotype imputation with thousands of study-specific whole-genome sequences: implications for cost-effective study designs
scientific article published on 8 October 2014
Evaluation of a phenotype imputation approach using GAW20 simulated data
Meta-analysis and imputation refines the association of 15q25 with smoking quantity
scientific article
Improving Imputation Accuracy by Inferring Causal Variants in Genetic Studies
scientific article published on 01 October 2018
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In statistics, imputation is the process of replacing missing data with substituted values. When substituting for a data point, it is known as "unit imputation"; when substituting for a component of a data point, it is known as "item imputation". There are three main problems that missing data causes: missing data can introduce a substantial...

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Process (science)
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Statistics
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