PCAmatchR: a flexible R package for optimal case-control matching using weighted principal components.
Derek W. BrownTimothy A. MyersMitchell J. MachielaPublished in: Bioinform. (2021)
Keyphrases
- principal components
- principal component analysis
- optimal control
- multivariate data
- dimensionality reduction
- principal components analysis
- hyperplane
- control policy
- covariance matrix
- matching algorithm
- control strategy
- graph matching
- optimal solution
- pattern matching
- weighted graph
- feature matching
- kernel space
- maximum weight
- data mining
- least squares
- dynamic programming
- training data
- feature selection