In: Statistics and Probability
The percent defective for parts produced by a manufacturing process is targeted at 4%. The process is monitored daily by taking samples of sizes n = 160 units. Suppose that today’s sample contains 14 defectives. Determine a 88% confidence interval for the proportion defective for the process today.
Place your LOWER limit, rounded to 3 decimal places, in the first blank. For example, 0.123 would be a legitimate answer.
Place your UPPER limit, rounded to 3 decimal places, in the second blank. For example, 0.345 would be a legitimate entry. Make sure you include the 0 before the decimal.
Solution :
Given that,
n = 160
x = 14
Point estimate = sample proportion = = x / n = 14 / 160 = 0.088
1 - = 1 - 0.088 = 0.912
At 88% confidence level
= 1 - 88%
=1 - 0.88 =0.12
/2
= 0.06
Z/2
= Z0.06 = 1.555
Margin of error = E = Z / 2 * (( * (1 - )) / n)
= 1.555 (((0.088 * 0.912) / 160)
= 0.035
A 88% confidence interval for population proportion p is ,
± E
= 0.088 ± 0.035
= ( 0.053, 0.123 )
LOWER limit = 0.053
UPPER limit = 0.123