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The standard deviation of a data set is approximately $3.7$. If every value in the data set is **doubled**, what happens to the standard deviation of the new data set?

AIt is unchanged ($\approx 3.7$).
BIt is halved ($\approx 1.85$).
CIt is doubled ($\approx 7.4$).
DIt is quadrupled ($\approx 14.8$).
Answer & Solution
Correct answer: C. It is doubled ($\approx 7.4$).
If every value $x_i$ is multiplied by $k$, then every deviation $(x_i - \bar x)$ is also multiplied by $k$, every squared deviation by $k^2$, and the variance by $k^2$. Therefore the **standard deviation** (square root of variance) is multiplied by $|k|$. With $k = 2$: new SD $= 2 \times 3.7 = 7.4$. - Trap D quadruples — that's what happens to **variance**, not SD. - Trap A would be true if you *added* a constant, not *multiplied*.
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