An article describes a method of analyzing digital music files to determine the key in which the music is written. In a sample of 340 classical music selections, the key was identified correctly in 293 of them. How many music pieces should be sampled to specify the proportion to within ±0.025 with 90% confidence? Round the answer to the next integer.
Solution:
Given that,
n = 340
x = 293
= x /n = 293 / 340 = 0.862
1 - = 1 - 0.862 = 0.138
margin of error = E = 0.025
At 90% confidence level the z is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
Z/2 = Z0.05 = 1.645
Sample size = n = ((Z / 2) / E)2 * * (1 - )
= (1.645 / 0.025)2 * 0.862 * 0.138
= 462.64
= 463
n = sample size = 463
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