Angle {ltsspca} | R Documentation |
Standardized last principal angle
Description
Standardised last principal angle between the subspaces generated by the columns of A and B.
Usage
Angle(A, B)
Arguments
A |
numerical matrix of size p by k |
B |
numerical matrix of size q by l |
Value
Standardised last principal angle between A and B.
Author(s)
Tom Reynkens
References
Bjorck, A. and Golub, G. H. (1973), “Numerical Methods for Computing Angles Between Linear Subspaces,” Mathematics of Computation, 27, 579–594.
Hubert, M., Rousseeuw, P. J., and Vanden Branden, K. (2005), “ROBPCA: A New Approach to Robust Principal Component Analysis,” Technometrics, 47, 64–79.
Hubert, M., Reynkens, T., Schmitt, E. and Verdonck, T. (2016), “Sparse PCA for High-Dimensional Data With Outliers,” Technometrics, 58, 424–434.
[Package ltsspca version 0.1.0 Index]