Central Limit Theorem for a Sample Mean

If we have

• Randomness condition: a random sample of size n from a large population (mean and standard deviation ), and
• Sample size condition: either a large sample size (n > 30) OR a normal population,

Then the sampling distribution of the sample mean is

• approximately normal
• with mean equal to and
• standard deviation /