When constructing a confidence interval if data comes from a

When constructing a confidence interval, if data comes from a distribution that is not approximately normally distributed, what methods do we use?

Solution

If sample size is large, we can use central limit theorem to conclude that the sampling distribution is approximately normal. Otherwise, we can try non-parametric methods, which do not use any distribution assumption