Question: is sampling distribution always normal?
Answer: In other words, regardless of whether the population distribution is normal, the sampling distribution of the sample mean will always be normal, which is profound! ... The central limit theorem (CLT) is a theorem that gives us a way to turn a non-normal distribution into a normal distribution.