a simple random sample from a population with a normal distr
a simple random sample from a population with a normal distribution of 100 body temperatures has x=98.50 and s=0.58. construct an 80% confidence interval estimate of the standard devation. is it safe to conclude that the population standard deviation is less that 1.80?
Solution
As
df = n - 1 = 99
alpha = (1 - confidence level)/2 = 0.1
Then the critical values for chi^2 are
chi^2(alpha/2) = 117.4068832
chi^2(alpha/2) = 81.44925275
Thus, as
lower bound = (n - 1) s^2 / chi^2(alpha/2) = 0.283659689
upper bound = (n - 1) s^2 / chi^2(1 - alpha/2) = 0.408887729
Thus, the confidence interval for the variance is
( 0.283659689 , 0.408887729 )
Also, for the standard deviation, getting the square root of the bounds,
( 0.532597117 , 0.639443296 ) [ANSWER]
As 1.8 is not inside the interval above, then yes, it is safe to say that the population standard deviation is less than 1.8. [ANSWER]
