Genome-wide association analysis by lasso penalized logistic regression.
Tong Tong WuYi Fang ChenTrevor HastieEric M. SobelKenneth LangePublished in: Bioinform. (2009)
Keyphrases
- logistic regression
- genome wide
- association analysis
- loss function
- least squares
- variable selection
- high throughput
- model selection
- association rule mining
- decision trees
- support vector
- cross validation
- feature selection
- text mining
- cluster analysis
- naive bayes
- microarray
- protein interaction networks
- biological data
- pairwise
- association rules
- data mining
- complex networks
- high dimensional
- transcription factors
- multilabel classification