Question

Assume that we collect a large (n>30) simple random sample of annual incomes of adults in the United States. Because the sample is large, can we approximate the distribution of those incomes with a normal distribution ? Why or why not?

Answer 1

Yes, whenever you have a large sample you can approximate it by using the normal distribution.