Ever wondered how much force it takes to punch through a she
Ever wondered how much force it takes to punch through a sheetrock wall? MissBusters did a study by assuming the distribution was normal. They randomly selected 5 walls and found it took an average of 3.22 Newtons with a standard deviation of 0.81 Newtons to break through a standard sheetrock wall. What is the 99% confidence interval for the force needed to break through the wall?
Solution
Note that
Lower Bound = X - t(alpha/2) * s / sqrt(n)
Upper Bound = X + t(alpha/2) * s / sqrt(n)
where
alpha/2 = (1 - confidence level)/2 = 0.005
X = sample mean = 3.22
t(alpha/2) = critical t for the confidence interval = 4.604094871
s = sample standard deviation = 0.81
n = sample size = 5
df = n - 1 = 4
Thus,
Lower bound = 1.552198805
Upper bound = 4.887801195
Thus, the confidence interval is
( 1.552198805 , 4.887801195 ) [ANSWER]
