Justification of the Formula for a Confidence Interval
Recall that if you know a z-score for x then you have x = µ + σz
Recall from the central limit theorem that X lies in a normal distribution with mean m and standard deviation σ /Ön.
Suppose you start with a population with known mean and standard deviation.