A Lasso regression model for the construction of microRNA-target regulatory networks.
Yiming LuYang ZhouWubin QuMinghua DengChenggang ZhangPublished in: Bioinform. (2011)
Keyphrases
- regression model
- regulatory networks
- group lasso
- generalized linear models
- model selection
- binding sites
- gene expression
- regression methods
- microarray
- transcription factors
- regression analysis
- gaussian process
- gene regulatory networks
- gene expression data
- cross validation
- multivariate regression
- biological data
- feature selection
- variable selection
- microarray data
- high throughput
- motif discovery
- machine learning
- systems biology
- logistic regression
- biological systems
- sequence data
- sample size
- response variable
- least squares