235k views
3 votes
Why is it necessary to check that n modifyingabove p with caret greater than or equals 5np≥5 and n modifyingabove q with caret greater than or equals 5nq≥5​?

User Danwarfel
by
5.8k points

1 Answer

4 votes

Both of these conditions must be true in order for the assumption that the binomial distribution is approximately normal. In other words, if
np \ge 5 and
nq \ge 5 then we can use a normal distribution to get a good estimate of the binomial distribution. If either np or nq is smaller than 5, then a normal distribution wouldn't be a good model to use.

side note: q = 1-p is the complement of probability p

User Gwintrob
by
5.6k points