Question

Does errors have to be normally distributed for confidence interval

Answer 1

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A confidence interval relies on a similar principle. We want to estimate how many standard errors our sample mean falls from the true population mean on the sampling distribution. We use the normal distribution because the sampling distribution for sample mean is always normal by the Central Limit Theorem.