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What is the upper control limit on a p-chart if pbar (overall average value) is 0.60 and the sample size is 20?

A. 0.65
B. 0.80
C. 0.93
D. 0.33
E. None of the above.

User Markshiz
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1 Answer

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Final answer:

The upper control limit on a p-chart with pbar = 0.60 and a sample size of 20 is determined using the formula, incorporating the standard deviation of the proportion and the Z value. The UCL is calculated to be approximately 0.815, which rounds to option B, 0.80.

Step-by-step explanation:

To find the upper control limit (UCL) on a p-chart, we use the formula UCL = pbar + Z * sqrt[(pbar * (1 - pbar) / n)], where pbar is the overall average value, Z is the z-value from the standard normal distribution, and n is the sample size. Given that pbar is 0.60 and the sample size (n) is 20, we must find the appropriate Z value.

Using a standard normal probability table or calculator, we find Z for the upper control limit, commonly Z0.025.

The Z value corresponding to the 95th percentile (leaving 5% in the upper tail) is approximately 1.96.

Plug these values into the formula to get the UCL.

First, calculate the standard deviation of the proportion: sqrt[(0.60 * (1 - 0.60) / 20)] = 0.1095.

Next, calculate the UCL: 0.60 + (1.96 * 0.1095) = 0.60 + 0.2146 = 0.8146.

Therefore, the UCL is approximately 0.815, which corresponds to option B, 0.80, when rounded to two decimal places.

User ShuberFu
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