Normal approximation to the error distribution

If the sample size, n, is large enough, the binomial distribution is approximately normal, so we have the approximation

error  =  p − π  ~  normal (0, )

Example

The error distribution (and standard error) give a good indication of how far our point estimate (0.554) will be from the true proportion of adults in the park.