As the sample size increases, the sampling distribution of sample

means approaches a normal distribution

If all possible random samples of size n are selected from a population with mean μ and standard deviation σ, the mean of the sample means is denoted by μ x̄ , so

μ x̄ = μ

the standard deviation of the sample means is:

σ x̄ = σ⁄√ n