Question

In: Statistics and Probability

Use the central limit theorem to find the mean and standard error of the mean of...

Use the central limit theorem to find the mean and standard error of the mean of the indicated sampling distribution: The amounts body temperatures of patients with influenza (in degrees Fahrenheit) are normally distributed with a mean of 101 degrees and a standard deviation of 0.5 degrees. Random samples of size 9 are drawn from the population and the mean of each sample is determined.

101 degrees; 0.1667 degrees

101 degrees; 0.5000 degrees

11.22 degrees; 0.1667 degrees

11.22 degrees; 0.5000 degrees

Solutions

Expert Solution

As per Central Limit Theorem, for any distribution with mean µ and standard deviation σ,                    
as the sample size increases, the sampling distribution of the mean, X-bar,                   
can be approximated by a normal distribution with mean µ and standard error of the mean σ/√n where                  
n is the sample size                  
Let X be the body temperatures of patients with influenza                  
Given                  
Mean of X , µ = 101 degrees                  
Standard Deviation , σ = 0.5 degrees                  
n = 9                  
Thus the sample mean X̅ follows Normal Distribution with                   
mean    μ = 101 degrees   and standard error of the mean            σ = 0.5/√9 = 0.1667
                  
Answer : (Option 1)                  
              

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