SIMCA Multi-variate Analysis - Full Walkthrough and Discussion

We have been finding SIMCA an invaluable tool in trying to "eliminate ground" and find clues to some of the most difficult process challenges we have faced. Below, I do a full walk through in 2 parts. There is a series of smaller videos, taken from the two full videos, showing different aspects of working with SIMCA. That way, if you just want a taste of what we are doing, then you can get that.

Part 2, distilling the results:

First steps:

First step - data clean up:

Setting up the model:

Cleaning up model exclusions:

Drawing conclusions:

No one wants to talk about the real work to make these types of tools work effectively:

SIMCA is like a big scavenger hunt:

Month by month analysis: