Mathematics Appendix

The following PDFs are the mathematical foundation for Principal Component Analysis.

Matrices and Statistics
Second Order Differential Equations and Simple Harmonic Motion
Centre of Mass
Numerical Methods for Computing Eigenvector
Outlier Filter and Iterative SVD with Examples