Exam 19: Statistical Applications in Quality Management
Exam 1: Defining and Collecting Data204 Questions
Exam 2: Organizing and Visualizing Variables185 Questions
Exam 3: Numerical Descriptive Measures167 Questions
Exam 4: Basic Probability163 Questions
Exam 5: Discrete Probability Distributions216 Questions
Exam 6: The Normal Distribution and Other Continuous Distributions187 Questions
Exam 7: Sampling Distributions129 Questions
Exam 8: Confidence Interval Estimation189 Questions
Exam 9: Fundamentals of Hypothesis Testing: One-Sample Tests185 Questions
Exam 10: Two-Sample Tests212 Questions
Exam 11: Analysis of Variance210 Questions
Exam 12: Chi-Square and Nonparametric Tests175 Questions
Exam 13: Simple Linear Regression210 Questions
Exam 14: Introduction to Multiple Regression256 Questions
Exam 15: Multiple Regression Model Building67 Questions
Exam 16: Time-Series Forecasting168 Questions
Exam 17: Business Analytics113 Questions
Exam 18: A Roadmap for Analyzing Data325 Questions
Exam 19: Statistical Applications in Quality Management158 Questions
Exam 20: Decision Making123 Questions
Exam 21: Getting Started: Important Things to Learn First35 Questions
Exam 22: Binomial Distribution and Normal Approximation230 Questions
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_____ causes of variation are correctable without modifying the system.
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SCENARIO 19-10
Below is the number of defective items from a production line over twenty consecutive morning shifts.
-Referring to Scenario 19-10,construct a c chart for the number of defective items.

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Correct Answer:
SMED focuses on preventing the causes of defects.
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Correct Answer:
False
TPM establishes ways to clean and maintain the necessary housekeeping aspects of a work environment.
(True/False)
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SCENARIO 19-8
Recently,a university switched to a new type of computer-based registration.The registrar is concerned with the amount of time students are spending on the computer registering under the new system.She decides to randomly select 8 students on each of the 12 days of the registration and determine the time each spends on the computer registering.The range,mean,and standard deviation of the times required to register are in the table that follows.
-Referring to Scenario 19-8,an R chart is to be constructed for the time required to register.The lower control limit for this data set is .

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SCENARIO 19-7
A supplier of silicone sheets for producers of computer chips wants to evaluate her manufacturing process.She takes samples of size 5 from each day's output and counts the number of blemishes on each silicone sheet.The results from 20 days of such evaluations are presented below.
She also decides that the upper specification limit is 10 blemishes.
-Referring to Scenario 19-7,an R chart is to be constructed for the number of blemishes.One way to create the upper control limit involves multiplying the mean of the sample ranges by D4.For this data set,the value of D4 is .

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CPL >1 implies that the process mean is more than 3 standard deviation away from the lower specification limit.
(True/False)
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SCENARIO 19-1
A local newspaper has 10 delivery boys who each deliver the morning paper to 50 customers every day.The owner decides to record the number of papers delivered on time for a 10-day period for one of the delivery boys and construct a p chart to see whether the percentage is too erratic.
-Referring to Scenario 19-1,which expression best characterizes the p chart?

(Multiple Choice)
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SCENARIO 19-3
A quality control analyst for a light bulb manufacturer is concerned that the time it takes to produce a batch of light bulbs is too erratic.Accordingly,the analyst randomly surveys 10 production periods each day for 14 days and records the sample mean and range for each day.
-Referring to Scenario 19-3,suppose the analyst constructs an x̄ chart to see if the production process is in-control.What is the center line for this chart?

(Multiple Choice)
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SCENARIO 19-3
A quality control analyst for a light bulb manufacturer is concerned that the time it takes to produce a batch of light bulbs is too erratic.Accordingly,the analyst randomly surveys 10 production periods each day for 14 days and records the sample mean and range for each day.
-Referring to Scenario 19-3,suppose the analyst constructs an R chart to see if the variability in production times is in-control.What is the center line of this R chart?

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SCENARIO 19-6
The maker of a packaged candy wants to evaluate the quality of her production process.On each of 16 consecutive days,she samples 600 bags of candy and determines the number in each day's sample that she considers to be of poor quality.The data that she developed follow.
-Referring to Scenario 19-6,a p control chart is to be constructed for these data.The lower control limit is _____ ,while the upper control limit is_____ .

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Determining the root causes of why defects can occur along with the variables in the process that cause these defects to occur involves which part of the DMAIC process?
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SCENARIO 19-4
A factory supervisor is concerned that the time it takes workers to complete an important production task (measured in seconds)is too erratic and adversely affects expected profits.The supervisor proceeds by randomly sampling 5 individuals per hour for a period of 10 hours.The sample mean and range for each hour are listed below.
She also decides that lower and upper specification limit for the critical-to-quality variable should be 10 and 30 seconds,respectively.
-Referring to Scenario 19-4,suppose the supervisor constructs an x̄ chart to see if the process is in-control.Which expression best describes this chart?

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SCENARIO 19-6
The maker of a packaged candy wants to evaluate the quality of her production process.On each of 16 consecutive days,she samples 600 bags of candy and determines the number in each day's sample that she considers to be of poor quality.The data that she developed follow.
-Referring to Scenario 19-6,a p control chart is to be constructed for these data.The estimate of the standard error of the sample proportion is .

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SCENARIO 19-4
A factory supervisor is concerned that the time it takes workers to complete an important production task (measured in seconds)is too erratic and adversely affects expected profits.The supervisor proceeds by randomly sampling 5 individuals per hour for a period of 10 hours.The sample mean and range for each hour are listed below.
She also decides that lower and upper specification limit for the critical-to-quality variable should be 10 and 30 seconds,respectively.
-Referring to Scenario 19-4,what is the value of d2 factor?

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Quick Changeover Techniques involve methods that enable participants to reduce setup time for equipment and resources and materials needed for changeover.
(True/False)
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SCENARIO 19-6
The maker of a packaged candy wants to evaluate the quality of her production process.On each of 16 consecutive days,she samples 600 bags of candy and determines the number in each day's sample that she considers to be of poor quality.The data that she developed follow.
-Referring to Scenario 19-6,the process seems to be in control.

(True/False)
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SCENARIO 19-5
A manufacturer of computer disks took samples of 240 disks on 15 consecutive days.The number of disks with bad sectors was determined for each of these samples.The results are in the table that follows.
-Referring to Scenario 19-5,a p control chart is to be made for these data.The upper control limit is_____ ,and _____ the lower control limit is .

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The SS method involves methods that enable participants to reduce setup time for equipment and resources and materials needed for changeover.
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