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  • $\begingroup$ One way is to use Classify and this guide for variables importance investigation. Also, see the related discussion "How can I determine the importance of variables from Classify?". $\endgroup$ Commented Mar 23, 2018 at 15:13
  • $\begingroup$ If by "influence" you mean a measure for each data point as to their level of "influence", look at the LinearModelFit documentation for "CookDistances". $\endgroup$ Commented Mar 23, 2018 at 18:42
  • $\begingroup$ @AntonAntonov I've spent the evening reading those articles and attempting that method, they're very very helpful thank you! However I'm having trouble applying it to my data and have edited my question, could you help? (Sorry it's quite long winded) $\endgroup$ Commented Mar 23, 2018 at 23:25
  • $\begingroup$ @hellohi Please post your data! $\endgroup$ Commented Mar 24, 2018 at 0:23
  • $\begingroup$ @AntonAntonov apologies, I've posted it under the edit $\endgroup$ Commented Mar 24, 2018 at 9:32