Question: 1. what is the difference between a homogeneous sample and a heterogeneous sample?
Answer: Heterogeneity in statistics means that your populations, samples or results are different. It is the opposite of homogeneity, which means that the population/data/results are the same. A heterogeneous population or sample is one where every member has a different value for the characteristic you're interested in.