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, | ![]() |
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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.