ProteinLasso: A Lasso regression approach to protein inference problem in shotgun proteomics.
Ting HuangHaipeng GongCan YangZengyou HePublished in: Comput. Biol. Chem. (2013)
Keyphrases
- linear regression
- mass spectrometry
- ridge regression
- regression model
- regression coefficients
- model selection
- drug design
- high throughput
- protein sequences
- feature selection
- mass spectra
- genome sequences
- regression methods
- mass spectrometry data
- group lasso
- amino acids
- variable selection
- least squares
- biological knowledge
- generalized linear models
- regression problems
- regression method
- protein structure prediction
- drug discovery
- bayesian inference
- support vector
- protein interaction
- protein structure
- graphical models
- support vector machine
- pairwise