1. **State the problem:**
We have a population with mean $\mu = 37$ and standard deviation $s = 6$. It is standardized to a new distribution with mean $\mu = 50$ and standard deviation $s = 10$. An individual has a score $X = 55$ in the new distribution. We want to find this individual's original score in the original distribution.
2. **Formula used:**
The z-score formula is:
$$z = \frac{X - \mu}{s}$$
where $X$ is the score, $\mu$ is the mean, and $s$ is the standard deviation.
3. **Step 1: Find the z-score of the individual in the new distribution.**
$$z = \frac{55 - 50}{10} = \frac{5}{10} = 0.5$$
4. **Step 2: Use the z-score to find the original score in the original distribution.**
Rearranging the formula:
$$X = z \times s + \mu$$
Substitute $z = 0.5$, $s = 6$, and $\mu = 37$:
$$X = 0.5 \times 6 + 37 = 3 + 37 = 40$$
5. **Answer:**
The individual's original score was $\boxed{40}$.
This corresponds to option a. X = 40.
Z Score Original 119Ed1
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