Asked by Robert Tippy on Jul 25, 2024

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A machine that produces a major part for an airplane engine is monitored closely.In the past, 6% of the parts produced would be defective.With a .95 probability, the sample size that needs to be taken if the desired margin of error is .04 or less is

A) 70.
B) 69.
C) 135.
D) 136.

Defective parts

Components or units that fail to meet the quality standards or specifications.

Sample size

The number of observations or data points collected from a population for a study.

  • Determine and elucidate the necessary sample size for a specified margin of error within confidence intervals.
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JC
Jacqueline CortesJul 30, 2024
Final Answer :
D
Explanation :
To find the sample size needed to estimate a proportion with a certain level of confidence and margin of error, we use the formula: n=Z2⋅p⋅(1−p)E2n = \frac{Z^2 \cdot p \cdot (1-p)}{E^2}n=E2Z2p(1p) , where ZZZ is the Z-score corresponding to the confidence level (for 95% confidence, Z=1.96Z = 1.96Z=1.96 ), ppp is the proportion (in this case, 0.06), and EEE is the margin of error (0.04). Plugging in the values: n=1.962⋅0.06⋅(1−0.06)0.042n = \frac{1.96^2 \cdot 0.06 \cdot (1-0.06)}{0.04^2}n=0.0421.9620.06(10.06) , which calculates to approximately 135.8. Since sample size must be a whole number, we round up to the nearest whole number, which is 136.