Exploring the lipoprotein composition using Bayesian regression on serum lipidomic profiles.
Marko Sysi-AhoAki VehtariVidya R. VelagapudiJukka WesterbackaLaxman YetukuriRobert BergholmMarja-Riitta TaskinenHannele Yki-JärvinenMatej OresicPublished in: ISMB/ECCB (Supplement of Bioinformatics) (2007)
Keyphrases
- sparse bayesian learning
- gaussian processes
- relevance vector machine
- regression model
- linear regression
- user profiles
- dirichlet process mixture
- bayesian networks
- bayesian learning
- model averaging
- maximum likelihood
- regression analysis
- regression methods
- regression algorithm
- bayesian decision
- model selection
- bayesian methods
- partial least squares
- locally weighted
- polynomial regression
- regression problems
- regression function
- bayesian estimation
- posterior distribution
- support vector regression
- posterior probability
- data driven
- support vector