Z Scores Middle
1. **State the problem**: We need to find the two z-scores symmetric about 0 that mark the middle shaded region in a standard normal distribution, where the shaded area is 0.48.
2. **Understand the given information**: The standard normal distribution has mean 0 and standard deviation 1. The shaded area in the middle is 0.48, symmetric about 0, so the area in the tails combined is $1 - 0.48 = 0.52$.
3. **Divide the tail area**: Because the distribution and shaded area are symmetric, half of the tail area lies on each side. So each tail area is $\frac{0.52}{2} = 0.26$.
4. **Find the cumulative area up to the left z-score**: The shaded region lies between $-z$ and $z$, so the area to the left of the negative z-score is the tail area, which is 0.26.
5. **Use the standard normal table or inverse CDF function**: We want to find $z$ such that
$$ P(Z < -z) = 0.26 $$
Since the standard normal is symmetric,
$$ P(Z < z) = 1 - 0.26 = 0.74 $$
Find $z$ where
$$ \Phi(z) = 0.74 $$
6. **Look up or calculate the z-score**:
From standard normal tables or using a calculator, $z \approx 0.61$.
7. **Conclusion**:
- Negative z-score = $-0.61$
- Positive z-score = $0.61$
These two z-scores bound the middle shaded area of 0.48 symmetric about zero.
**Final answer:**
$$\boxed{\text{Negative z-score} = -0.61, \quad \text{Positive z-score} = 0.61}$$