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SIMCA Multi-variate Analysis - Full Walkthrough and Discussion

  • Writer: Lisa Hemme
    Lisa Hemme
  • Apr 7, 2021
  • 1 min read

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:





 
 
 

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