Article
Simultaneous selection of multiple important single nucleotide polymorphisms in familial genome wide association studies data.
Scientific reports - 25 May 2023
Majumdar Subhabrata, Basu Saonli, McGue Matt, Chatterjee Snigdhansu
Abstract excerpt
We propose a resampling-based fast variable selection technique for detecting relevant single nucleotide polymorphisms (SNP) in a multi-marker mixed effect model. Due to computational complexity, current practice primarily involves testing the effect of one SNP at a time, commonly termed as 'single SNP association analysis'. Joint modeling of genetic variants within a gene or pathway may have better power to...
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