Sampling Error, Homogenous Mixture, Heterogenous Mixture: Benefits/Drawbacks

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Why do you have to use a homogenous mixture in an experiment what are the disadvantages of using a heterogenous mixture?
 
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Mixture of what, in which experiment?

My guess: If you use some specific amount of a heterogenous mixture, the ratio of the components inside (in that specific amount) might differ due to random fluctuations.