Independent Component Analysis Yields Chemically Interpretable Latent Variables in Multivariate Regression.
Mats G. GustafssonPublished in: J. Chem. Inf. Model. (2005)
Keyphrases
- latent variables
- independent component analysis
- multivariate regression
- independent components
- regression model
- probabilistic model
- linear regression
- factor analysis
- latent variable models
- principal component analysis
- model selection
- prior knowledge
- topic models
- blind source separation
- signal processing
- random variables
- gaussian process
- logistic regression
- observed variables
- graphical models
- data sets
- low dimensional
- decision trees