In: Statistics and Probability
Acrylic bone cement is sometimes used in hip and knee
replacements to fix an artificial joint in place. The force
required to break an acrylic bone cement bond was measured for n =
32 specimens under specified conditions, and the resulting mean and
standard deviation were 302.89 Newtons and 41.47 Newtons,
respectively.
Construct an "approximate" 95% confidence interval for the true
average breaking force of the acrylic bone cement under the
specified conditions, using t-critical = 2 as the approximate
critical value.
Lower endpoint: Upper endpoint:
Solution :
Given that,
= 302.89
s = 41.47
n = 32
Degrees of freedom = df = n - 1 = 32 - 1 = 31
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,31 = 2.
Margin of error = E = t/2,df * (s /n)
= 2 * (41.47 / 32)
= 14.66
Margin of error = 14.66
The 95% confidence interval estimate of the population mean is,
- E < < + E
302.89 - 14.66 < < 302.89 + 14.66
288.23 < < 317.55
Lower endpoint: = 288.23
Upper endpoint: = 317.55