1. **State the problem:** Find the area under the normal distribution curve between $70 < X < 95$ where the mean $\overline{x} = 100$ and standard deviation $\sigma = 10$.
2. **Formula and rules:** We use the standard normal distribution formula and convert $X$ values to $Z$ scores using:
$$Z = \frac{X - \overline{x}}{\sigma}$$
The area between two $X$ values corresponds to the probability between their $Z$ scores.
3. **Calculate $Z$ scores:**
$$Z_1 = \frac{70 - 100}{10} = \frac{-30}{10} = -3$$
$$Z_2 = \frac{95 - 100}{10} = \frac{-5}{10} = -0.5$$
4. **Find area between $Z_1$ and $Z_2$:**
Using standard normal distribution tables or a calculator,
$$P(Z < -0.5) \approx 0.3085$$
$$P(Z < -3) \approx 0.0013$$
5. **Calculate the area between:**
$$P(-3 < Z < -0.5) = P(Z < -0.5) - P(Z < -3) = 0.3085 - 0.0013 = 0.3072$$
6. **Interpretation:** The area under the curve between $X=70$ and $X=95$ is approximately $0.3072$, or 30.72%.
Normal Area Cf49D1
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