Derivation of Confidence Intervals for a Population Mean utilizing the t-distribution

Students often conflate the standard error

S/\sqrt{n}

with the sample standard deviation

S

. Furthermore, the use of

n-1

degrees of freedom is frequently misunderstood; it represents the 'sacrifice' of one independent observation to estimate the sample mean before the variance can be computed.

Institutional Reference: Applied Statistics

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