In: Statistics and Probability
An article in Knee Surgery, Sports Traumatology, Arthroscopy (2005, Vol. 13, pp. 273–279) “Arthroscopic meniscal repair with an absorbable screw: results and surgical technique” showed that only 25 out of 37 tears (67.6%) located between 3 and 6 mm from the meniscus rim were healed.
(a) Calculate a 99% two-sided confidence interval on the proportion of such tears that will heal. Round the answers to 3 decimal places.
--------------------- ≤p≤ --------------------------
(b) Calculate a 99% lower confidence bound on the proportion of such tears that will heal. Round the answer to 3 decimal places.
------------------- ≤p
Solution :
Given that,
n = 37
x = 25
Point estimate = sample proportion = = x / n = 25 / 37 = 0.676
1 - = 1 - 0.676 = 0.324
a) At 99% confidence level
= 1 - 99%
=1 - 0.99 =0.01
/2
= 0.005
Z/2
= Z0.005 = 2.576
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 2.576(((0.676 * 0.324) / 37 )
= 0.198
A 99% confidence interval for population proportion p is ,
- E < p < + E
0.676 - 0.198 < p < 0.676 + 0.198
( 0.478 < p < 0.874 )
b) At 99% confidence level
= 1 - 99%
= 1 - 0.99
= 0.01
Z
= Z0.01= 2.326
Margin of error = E = Z * (( * (1 - )) / n)
= 2.326(((0.676 * 0.324) / 37 )
= 0.179
A 99% lower confidence interval for population proportion p is ,
- E < p
0.676 - 0.179 < p
( 0.497 < p )