A cola-dispensing machine is set to dispense 8 ounces of cola per cup, with a standard deviation of 1.0 ounce. The manufacturer of the machine would like to set the control limit in such a way that, for samples of 37, 5% of the sample means will be greater than the upper control limit, and 5% of the sample means will be less than the lower control limit.
1. At what value should the control limit be set? (Round z values to two decimal places. Round your answers to 2 decimal places.)
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2. If the population mean shifts to 7.6, what is the probability that the change will not be detected? (Round your intermediate calculations to 2 decimal places and final answer to 4 decimal places.)
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3. If the population mean shifts to 8.6, what is the probability that the change will not be detected? (Round your intermediate calculations to 2 decimal places and final answer to 4 decimal places.)
Probability |
1) here for top and bottom 5% critical value =1.64
hence Value should be in between =mean-/+z*std error=8-/+1.64*1/sqrt(37)=7.73 and 8.27
2)
for normal distribution z score =(X-μ)/σx | |
here mean= μ= | 7.6 |
std deviation =σ= | 1.000 |
sample size =n= | 37 |
std error=σx̅=σ/√n= | 0.1644 |
probability that the change will not be detected:
probability = | P(7.73<X<8.27) | = | P(0.79<Z<4.08)= | 1-0.7852= | 0.2148 |
3)
probability = | P(7.73<X<8.27) | = | P(-5.29<Z<-2.01)= | 0.0222-0= | 0.0222 |
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