The arithmetic mean of \(4^2,\,8^2,\,12^2,\ldots,32^2\) is
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Arithmetic mean is calculated as
\[
\boxed{\text{Mean}=\frac{\text{Sum of all observations}}{\text{Number of observations}}.}
\]
Always compute the total first and then divide by the number of terms.