Supervised logistic principal component analysis for pathway based genome-wide association studies.
Meng LuJianhua Z. HuangXiaoning QianPublished in: BCB (2012)
Keyphrases
- principal component analysis
- genome wide association studies
- independent component analysis
- dimension reduction
- dimensionality reduction
- unsupervised learning
- face recognition
- logistic regression
- genome wide
- machine learning
- feature space
- low dimensional
- feature extraction
- learning algorithm
- complex diseases
- gene gene interactions
- singular value decomposition
- linear discriminant analysis
- data sets