Answer:
Margin of Error = 3.0250
99% Confidence interval for the population mean of blood plasma volume in male firefighters = (31.9750, 38.0250)
We are 99% confident that the true population mean of blood plasma volume in male firefighters is in the range (31.9750, 38.0250)
Step-by-step explanation:
Confidence interval gives a range of values where the mean can be obtained with a certain level of confidence.
Confidence interval = (Sample mean) ± (Margin of error)
Sample mean = 35
Margin of Error = (critical value) × (standard deviation of the distribution of sample means)
Critical value
For the critical value, we will use the t-distribution with a significance level of (0.01/2) and degree of freedom = 41 - 1
α = 0.005
df = 40
t = 2.42 (this is the t-score value, we used the t-distribution because the standard deviation and the mean for the population isn't known)
Standard deviation of the distribution of sample means = σ/√n
where σ = Sample standard deviation = 8
n = sample size = 41
Standard deviation of the distribution of sample means = (8/√41) = 1.25
Margin of error = 2.420 × 1.25 = 3.0250
Confidence interval = (Sample mean) ± (Margin of error) = 35 ± 3.0250
Confidence interval = (31.9750, 38.0250)
Hope this Helps!!!