Article
Using the Bayesian variational spike and slab model in a genome-wide association study for finding associated loci with bipolar disorder.
Annals of human genetics - 1 May 2024
Kazemi Naeini Maryam, Akbarzadeh Mahdi, Kazemi Iraj, Speed Doug, Hosseini Sayed Mohsen
Abstract excerpt
OBJECTIVE: The genome-wide association studies (GWAS) analysis, the most successful technique for discovering disease-related genetic variation, has some statistical concerns, including multiple testing, the correlation among variants (single-nucleotide polymorphisms) based on linkage disequilibrium and omitting the important variants when fitting the model with just one variant. To eliminate these problems in a...
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