Might have just solved my own problem team!

I assumed that the issue here was the replicated samples, and so added a
column and gave a number to each replicate.

R seemed to like this and was happy to run the test!

A significant result tells me that the fixed effects model is the most
preferable model to explain the variation seen in my data.

Unless I am doing/assuming something wrong here that you can see then I
might well have solved my own problem.

Let me know if you have any thoughts :)

Cheers



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