Total plasma volume is important in determining the required plasma component in blood replacement theory for a person undergoing surgery. Plasma volume is influenced by the overall health and physical activity of an individual. Suppose that sample of 50 male firefighters are tested and that they have a plasma volume sample mean of ml/kg (milliliters of plasma per kilogram body weight). Assume that ml/kg for the distribution of blood plasma. Find the 95% confidence interval of the population mean blood plasma volume in male firefighters. Round your answer to two decimal places.
37.47 ml/kg to 39.53 ml/kg
36.87 ml/kg to 35.87 ml/kg
36.37 ml/kg to 40.63 ml/kg
38.20 ml/kg to 38.80 ml/kg
38.13 ml/kg to 38.87 ml/kg
Need the mean and standard deviation values.
95% conf. interval = mean ± 1.96 SE
SE = SD/√(n-1)
To find the 95% confidence interval of the population mean blood plasma volume in male firefighters, we can use the formula:
Confidence Interval = sample mean ± (critical value) * (standard error)
First, we need to find the critical value for a 95% confidence interval. Since we have a large sample size (50), we can use the Z-distribution.
For a 95% confidence interval, the critical value is approximately 1.96.
Next, we need to calculate the standard error using the formula:
Standard Error = sample standard deviation / square root of sample size
Since the standard deviation is not given in the question, we will use the ml/kg value as an estimate.
Now, let's substitute the given values into the formula:
Standard Error = (max value - min value) / 4
Standard Error = (39.53 - 37.47) / 4
Standard Error = 0.52
Finally, we can calculate the confidence interval:
Confidence Interval = sample mean ± (critical value) * (standard error)
Confidence Interval = (37.47 + 39.53) / 2 ± (1.96) * (0.52)
Confidence Interval = 38.50 ± 1.02
Confidence Interval = (37.48, 39.52)
Rounding the answer to two decimal places, the 95% confidence interval of the population mean blood plasma volume in male firefighters is 37.48 ml/kg to 39.52 ml/kg.
Therefore, the correct answer is: 37.48 ml/kg to 39.52 ml/kg.