BIMBAM (Bayesian Imputation Based Association Mapping) is a tool to impute genotypes and perform statistical tests for disease association, such as single-SNP tests and regional multi-SNP tests. The BIMBAM algorithm uses the Bayesian framework.
Guan Y, Stephens M "Practical issues in imputation-based association mapping." PLoS Genet. 2008 Dec;4(12):e1000279. Dec 5. https://doi.org/10.1371/journal.pgen.1000279
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