In: Statistics and Probability
A data set includes 106 body temperatures of healthy adult humans having a mean of 98.9 degrees and a standard deviation of 0.63 degrees. Construct a 99% confidence interval estimate of the mean body temperature of all healthy humans. What does the sample suggest about the use of 98.6 degrees as the mean body temperature?
What is the confidence interval estimate of the population mean μ?
Solution :
Given that,
Point estimate = sample mean = = 98.9
sample standard deviation = s = 0.63
sample size = n = 106
Degrees of freedom = df = n - 1 = 106 - 1 = 105
At 99% confidence level
= 1 - 99%
=1 - 0.99 =0.01
/2
= 0.005
t/2,df
= t0.005,105 = 2.623
Margin of error = E = t/2,df * (s /n)
= 2.623 * ( 0.63 / 106)
Margin of error = E = 0.16
The 99% confidence interval estimate of the population mean is,
- E < < + E
98.9 - 0.16 < < 98.9 + 0.16
( 98.74 < < 99.06 )
This suggests that the mean body temperature could be higher than 98.6 degrees F.