Means from non-normal populations
When the population is not a normal distribution, the sample mean does not have a normal distribution. However an important theorem in statistics called the Central Limit Theorem states that...
For most non-normal population distributions, the distribution of the sample mean becomes close to normal when the sample size increases.
Simulation
Theory