Eigenvector University returns to Seattle, USA May 12-16, 2025 Complete Info Here!

EVRI-thing You Need to Know About How to do Principal Components Analysis

Apr 8, 2021

Eigenvector Technology Principal Bob Roginski will show you how to use Eigenvector’s MATLAB based PLS_Toolbox or stand-alone Solo to do PCA so you can start using this important method for your own data discovery.

Table of Contents

00:00 – Introduction and Outlines

08:10 – Projections and Residuals

10:48 – Loadings

13:10 – Scores

14:40 – Higher PCs

17:08 – Diagnostics

27:50 – Helpful Proporties

29:00 – Octane Data Set Example

51:40 – Chimiometrie 2018 Data Set Example

1:07:20 – Summary and Conclusion