Can anyone explain in simple terms what a linear mixed model is?


I've got a dataset of different brand drugs and the amount in the blood.

Some of the samples have been repeated, like 2-10 times out of several hundred samples for each drug brand.

I'm thinking this isn't appropriate because the outcome aren't normally distributed

some statisticians at Imperial have suggested it may be suitable