SNP Selection in Genome-Wide Association Studies via Penalized Support Vector Machine with MAX Test.
Jinseog KimInsuk SohnDennis Dong Hwan KimSin-Ho JungPublished in: Comput. Math. Methods Medicine (2013)
Keyphrases
- genome wide association studies
- support vector machine
- genome wide
- single nucleotide polymorphisms
- complex diseases
- linkage disequilibrium
- human genome
- maximum likelihood
- statistical methods
- gene gene interactions
- low cost
- least squares
- support vector
- variable selection
- biological data
- data mining
- high throughput
- svm classifier
- pairwise