Final answer:
The z-scores for systolic blood pressures of 100 mmHg and 150 mmHg are -1.79 and 1.79, respectively. A friend claiming that his blood pressure was 2.5 standard deviations below the mean while being between 100 and 150 mmHg is incorrect, as it would actually be 90 mmHg.
Step-by-step explanation:
The systolic blood pressure of males is normally distributed with a mean (μ) of 125 mmHg and a standard deviation (σ) of 14 mmHg.
Part a: Calculating z-scores
To calculate the z-score for a systolic blood pressure reading:
z = (X - μ) / σ
- For 100 mmHg: z = (100 - 125) / 14 = -1.79
- For 150 mmHg: z = (150 - 125) / 14 = 1.79
Part b: Evaluating a Friend's Claim
If a friend claims that his blood pressure is 2.5 standard deviations below the mean, the actual blood pressure reading would be:
Blood pressure = μ + (z × σ)
Blood pressure = 125 + (-2.5 × 14) = 90 mmHg
Therefore, the claim that his systolic blood pressure is between 100 and 150 mmHg while also being 2.5 standard deviations below the mean is incorrect.