IsoLasso: A LASSO Regression Approach to RNA-Seq Based Transcriptome Assembly - (Extended Abstract).
Wei LiJianxing FengTao JiangPublished in: RECOMB (2011)
Keyphrases
- extended abstract
- rna seq
- linear regression
- ridge regression
- high throughput
- model selection
- regression model
- regression coefficients
- alternative splicing
- generalized linear models
- least squares
- regression methods
- regression problems
- cross validation
- biological data
- gene expression
- high throughput sequencing
- group lasso
- regression analysis
- systems biology
- genome wide
- feature selection
- microarray
- regularized regression
- variable selection
- genomic data
- multi task
- sample size
- logistic regression
- knowledge discovery
- database systems