Computationally Efficient, Exact, Covariate-Adjusted Genetic Principal Component Analysis byLeveraging Individual Marker Summary Statistics from Large Biobanks.
Jack WolfMartha BarnardXueting XiaNathan RyderJason WestraNathan L. TintlePublished in: PSB (2020)
Keyphrases
- computationally efficient
- summary statistics
- principal component analysis
- principal components
- independent component analysis
- data sets
- discriminant analysis
- dimensionality reduction
- covariance matrix
- dimension reduction
- machine learning
- genetic algorithm
- neural network
- singular value decomposition
- face images
- feature extraction
- face recognition
- feature selection
- human genome
- neural classifier