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Asked by: mital savani
Created at: 2025-10-10 23:42:09
Final Answer:
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---
## **Given Data**
- Mean (\(\mu\)): 60
- Standard deviation (\(\sigma\)): 6.9
---
## **(a) Probability that an elite athlete has a maximum oxygen uptake of at least 55 ml/kg**
**Step 1: Z-score Calculation**
\[
P(X \geq 55) = 1 - P(X < 55)
\]
\[
Z = \frac{55 - 60}{6.9} = \frac{-5}{6.9} \approx -.7246
\]
**Step 2: Find cumulative probability**
\[
P(X < 55) = P(Z < -.7246)
\]
From Z-table or Excel:
\[
P(Z < -.7246) \approx .2347
\]
**Step 3: Final probability**
\[
P(X \geq 55) = 1 - .2347 = .7653
\]
**Answer:**
\[
\boxed{.7653}
\]
---
## **(b) Probability that an elite athlete has a maximum oxygen uptake of 60 ml/kg or lower**
**Step 1: Z-score Calculation**
\[
P(X \leq 60)
\]
\[
Z = \frac{60 - 60}{6.9} =
\]
**Step 2: Find cumulative probability**
\[
P(X \leq 60) = P(Z \leq ) = .5
\]
**Answer:**
\[
\boxed{.5}
\]
---
## **(c) Someone with a maximum oxygen uptake of 25 ml/kg. Is it likely this person is an elite athlete?**
**Step 1: Z-score Calculation**
\[
Z = \frac{25 - 60}{6.9} = \frac{-35}{6.9} \approx -5.072
\]
This Z-score is **very far** below the mean. A Z-score below -3 is extremely rare (less than .13%).
**Conclusion:**
\[
\boxed{\text{NO}}
\]
---
### **Summary Table**
| Question | Probability / Answer |
|----------|---------------------|
| (a) | .7653 |
| (b) | .5 |
| (c) | NO |
---
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