Q. What is the central limit theorem?

With a sample size of at least 30, the distribution of sample means will be approximately normally distributed regardless of the shape of the population with a mean of μ and a standard deviation of σn√ (standard error of the mean). This is known as the Central Limit Theorem.

If σ is unknown, we estimate it using s.