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On each of the previous 25 days, 100 electronic devices of a certain type were randomly selected and subjected to a severe heat stress test. The total number of items that failed to pass the test was 570. a. Determine control limits for a 3-sigma p chart. b. The highest number of failed items on a given day was 40, and the lowest number was 12. Does either of these correspond to an out-of-control point? Explain.

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blured image a. The control limits are blured image ; therefore ...

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In acceptance sampling, the risk of accepting a poor quality lot is considered a


A) Type I error.
B) consumer's risk.
C) producer's risk.
D) bad luck lot.
E) None of the above.

F) None of the above
G) All of the above

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Which of the following statements are true?


A) The p control chart for the fraction of items not conforming to specifications is based on the binomial probability distribution.
B) The c control chart for the number of defectives is based on the Poisson probability distribution.
C) If the random variable X has a binomial distribution with parameters n and p, then when p is small the transformation Y=h(X) =sin1(X/n) Y = h ( X ) = \sin ^ { - 1 } ( \sqrt { X / n } )
Is recommended and that the points y1,y2,,yny _ { 1 } , y _ { 2 } , \ldots , y _ { n }
Should be used to construct the p chart.
D) If the random variable X has a Poisson distribution with parameter λ,\lambda ,
And λ\lambda
Is small, then the transformation Y=h(X) =2XY = h ( X ) = 2 \sqrt { X }
Is recommended and that the points y1,y2,y _ { 1 } , y _ { 2 } , \ldots \ldots
Should be used to construct the c chart.
E) All of the above statements are correct

F) A) and D)
G) A) and E)

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The accompanying table gives sample means and standard deviations, each based on n = 6 observations of the refractive index of fiber-optic cable. Calculate the control limits for an Xˉ\bar { X } chart based on the sample standard deviations given, and comment on the behavior of the chart. [Hint: xˉ2=2317.07 and s2=30.34\sum \bar { x } _ { 2 } = 2317.07 \text { and } \sum s _ { 2 } = 30.34 ]  The accompanying table gives sample means and standard deviations, each based on n = 6 observations of the refractive index of fiber-optic cable. Calculate the control limits for an  \bar { X }  chart based on the sample standard deviations given, and comment on the behavior of the chart. [Hint:  \sum \bar { x } _ { 2 } = 2317.07 \text { and } \sum s _ { 2 } = 30.34  ]

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blured image Since blured image = blured image , then the control ...

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Which of the following are not examples of assignable causes of variation?


A) Contaminated material
B) Incorrect machine settings
C) Environmental factors
D) Unusual machine tools wear
E) All of the above

F) A) and B)
G) A) and C)

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Consider the single-sample plan that utilizes n = 50 and c = 1 when N = 2000. Determine the values of AOQ and ATI for selected values of p and graph each of these against p. Also determine the value of AOQL.

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P(A) = blured image blured image Since blured image then multiplying each en...

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Suppose there are 28 samples obtained at equally spaced time points, and n=7 observations in each sample. If the sum of the 28 sample ranges is 98, and that the tabulated values of b7b _ { 7 } and c7c _ { 7 } are 2.706 and .833, respectively, then the 3-sigma control limits LCL and UCL for an R control chart are respectively


A) 0.0 and 6.73
B) .27 and 6.73
C) -30.61 and 37.61
D) 0.0 and 37.61
E) None of the above answers are correct.

F) None of the above
G) B) and E)

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The behavior of a sampling plan can be nicely summarized by graphing P(A); the probability that the lot is accepted, as a function of p; the proportion of defective items in the lot. Such a graph is called the __________ for the plan.

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operating ...

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Which of the following statements are not true?


A) An in-control process is simply one that is operating in a stable fashion, reflecting only natural random variation.
B) An out-of-control "signal" occurs whenever a plotted point falls outside the two control limits.
C) There is a strong analogy between the logic of control charting and hypothesis testing. The null hypothesis here is that the process is out-of-control.
D) The two control limits are designed so that an in-control process generates very few false alarms, whereas a process not in control quickly gives rise to a point outside the limits.
E) All of the above statements are true.

F) D) and E)
G) A) and E)

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Let the random variable X denote the number of defective items in the lot, A denote the event that the lot is accepted, and p denote the proportion of defective items in the lot. Which of the following statements is not true?


A) If the sample size n is large relative to the lot size N, then the probability of accepting the lot, P(A) , is calculated using the hypergeometric distribution.
B) When the sample size n is small relative to the lot size N (the rule of thumb suggested in your text was n.05 Nn \leq .05 \mathrm {~N}
) , then the probability of accepting the , P(A) , is calculated using the binomial distribution.
C) If the probability of accepting the lot, P(A) , is large only when p is small (this, of course, depends on the specified critical value c) , then the Poisson approximation to the binomial distribution is justified.
D) The larger value of p, the larger the probability P(A) of accepting the lot.
E) All of the above statements are true.

F) B) and C)
G) A) and E)

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__________ are now used extensively in industry as diagnostic techniques for monitoring production processes to identify instability and unusual circumstances.

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The accompanying observations are numbers of defects in 25 1-square-yard specimens of woven fabric of a certain type: 3, 7, 5, 3, 4, 2, 8, 4, 3, 3, 6, 6, 2, 3, 2, 4, 7, 3, 2, 3, 4, 1, 5, 4, 6. Determine control limits for a 3-sigma c chart for the number of defects, and discuss the behavior of the chart.

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blured image Thus LCL = 0 and UC...

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When n = 180, what is the smallest value of Pˉ\bar { P } for which the LCL in a 3-sigma p chart is positive?

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LCL > 0 when blured image . Afte...

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If the points on a control chart all lie between the two central limits, the process is deemed to __________.

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Which of the following statements are not true?


A) One important use of control charts is to see whether some measure of location of the variable's distribution remains stable over time.
B) It is highly unlikely that for an in-control process, the sample mean will fall within 3 standard deviations (3σ/n) ( 3 \sigma/ \sqrt { n } )
Of the process mean μ.\mu .
C) The use of control charts based on 3 standard deviation limits is traditional, but tradition is certainly not inviolable.
D) All of the above statements are true.
E) None of the above statements are true.

F) B) and C)
G) B) and D)

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Suppose there are 10 sample obtained at equally spaced time points, and n=4 observations in each sample. If the sum of the 20 sample standard deviations is 42, and that the tabulated value of a4a _ { 4 } is .921, then the 3-sigma control limits LCL and UCL for an S control chart are respectively


A) 1.062 and 3.138
B) 3.138 and 4.765
C) 0.0 and 4.765
D) -.354 and 4.554
E) -.565 and 4.765

F) B) and C)
G) A) and D)

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At time r, a process is judged out of control if any of the cumulative sum plotted values (1,S1),(2,S2),,(y,Sr)\left( 1 , S _ { 1 } \right) , \left( 2 , S _ { 2 } \right) , \ldots \ldots , \left(y , S _ { \mathrm { r } } \right) lies outside the __________; either above the upper arm or below the lower arm.

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The 3-sigma lower control limit (LCL) for an S chart is given by LCL = sˉ3sˉ1an2/an\bar { s } - 3 \bar { s } \sqrt { 1 - a _ { n } ^ { 2 } } / a _ { n } where the values of ana _ { n } for n=3, ….., 8 are tabulated in your text. This expression for LCL will be negative if nn \leq __________, in which case it is customary to use LCL = __________.

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For a sample of size 5, the tabulated value of a=.94a = .94 If the population standard deviation σ=2.50\sigma = 2.50 then the standard deviation of the sample standard deviation S is σ2=\sigma _ { 2 } = __________, rounded to 3 decimal places.

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When the out-of-control ARL corresponds to a shift of 1 standard deviation I the process mean, what are the characteristics of the CUSUM procedure that has ARL of 250 and 4.8 for the in-control and out-of-control conditions, respectively?

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In- control ARL = 25...

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