Prioritizing genetic variants in GWAS with lasso using permutation-assisted tuning.
Songshan YangJiawei WenScott T. EckertYaqun WangDajiang J. LiuRongling WuRunze LiXiang ZhanPublished in: Bioinform. (2020)
Keyphrases
- genome wide association studies
- genome wide
- genetic algorithm
- least squares
- feature selection
- variable selection
- complex diseases
- rule selection
- human genome
- sparse representation
- linkage analysis
- cross validation
- linear regression
- model selection
- biological data
- linkage disequilibrium
- multi task
- regularization parameter
- neural network
- sample size
- machine learning
- data mining