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CLSSBB Sample Questions Answers

Questions 4

A team wants a technique for obtaining a large number of possible reasons for excess variation in a dimension. They should use:

Options:

A.

written and diagrammed work instructions

B.

flow charts and process maps

C.

cause and effect diagrams

D.

Pareto chart

E.

relationship matrix

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Questions 5

Find the value of (4) in the ANOVA table. Assume:

Options:

A.

16.4

B.

3.2

C.

18.6

D.

23.2

E.

4.54

F.

12.2

G.

0.525

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Questions 6

Causes in a cause and effect diagram often include management, measurement systems, mother nature and the four standard causes:

Options:

A.

man, material, methods, machines

B.

man, manufacturing, methods, material

C.

marketing, methods, material, machines

D.

man, material, millennium, machines

E.

none of the above

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Questions 7

A ____ from a sample is used to estimate a population _____. The two words that best fill these blanks are:

Options:

A.

item, value

B.

value, statistic

C.

statistic, parameter

D.

parameter, value

E.

parameter, statistic

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Questions 8

A team’s goal is to improve information flow in a payroll function. They make thirty-three Post-It® notes, each listing an issue for further investigation. After some discussion, they group them into four categories: mandated record keeping, privacy concerns, insurance concerns and transfer concerns.

This grouping process is best described by which approach to problem solving?

Options:

A.

Affinity diagram

B.

Inter-relationship digraph

C.

Tree diagram

D.

Process decision program chart

E.

Matrix diagram

F.

Prioritization matrix

G.

Activity network diagram

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Questions 9

If the probability that an event will occur is 0.83, then the probability that the event will not occur is:

Options:

A.

0.17

B.

0.07

C.

0.6889

D.

1.20

E.

83%

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Questions 10

In a resolution III fractional factorial experimental design, main effects are confounded with:

Options:

A.

one factor interactions

B.

two factor and higher interactions

C.

three factor and higher interactions

D.

no other effects

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Questions 11

In a series of linked processes and associated feedback loops the product or service flows ________ and the information flows ________.

Options:

A.

rapidly, slower

B.

downstream, upstream

C.

evenly, digitally

D.

sooner, later

E.

to the customer, from the supplier

F.

none of the above

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Questions 12

The word “champion” in the context of Six Sigma projects refers to:

Options:

A.

the team that has had the most impact on the bottom line

B.

the person who has coordinated teams most effectively

C.

the individual who has outpaced all others in six sigma knowledge

D.

none of the above

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Questions 13

SWOT is an acronym for:

Options:

A.

strengths, weaknesses, opportunities, threats

B.

statistics without tables

C.

sensory Weibull ordinal tools

D.

success wields optimal teams

E.

none of the above

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Questions 14

(Refer to the previous problem) The variance of the five replications for each run is calculated. Most of these variances are approximately equal but two are significantly lower than the others. The experimenters would be especially interested in those two runs if they want to optimize:

Options:

A.

dissolution time

B.

interactions

C.

main effects

D.

robustness

E.

degrees of freedom

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Questions 15

Calculate the main effect of factor A (i. e. A+ – A– ).

Options:

A.

46

B.

129

C.

83

D.

–46

E.

none of the above

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Questions 16

A team wants a technique for doing an initial study of a process that not every team member is familiar with. They should use:

Options:

A.

written and diagrammed work instructions

B.

flow charts and process maps

C.

cause and effect diagrams

D.

Pareto chart

E.

relationship matrix

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Questions 17

Intuitively, which factor A or B seems most likely to be significant?

Options:

A.

A

B.

B

C.

C

D.

neither

E.

both about equally significant

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Questions 18

Typically, which of the following actions is NOT used to reduce process cycle time?

Options:

A.

Analyzing current processes

B.

Reducing queue times

C.

Setting scheduling priorities

D.

Implementing activity-based costing

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Questions 19

The mean, median and mode of a distribution have the same value. What can be said about the distribution?

Options:

A.

it is exponential

B.

it is normal

C.

it is uniform

D.

none of the above

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Questions 20

A project whose definition does not include performance metrics:

Options:

A.

will typically be short term

B.

use statistical inference

C.

have a high risk of failure

D.

should not be approved

E.

none of the above

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Questions 21

The purpose of using control charts is to

Options:

A.

determine if the process is performing within specifications

B.

evaluate process performance over time

C.

determine how to recreate the process

D.

detect the causes of nonconformities

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Questions 22

An advantage of using standard deviation rather than range for measuring dispersion of a large sample is that:

Options:

A.

standard deviation has a simpler formula

B.

calculators have a standard deviation key but not a range key

C.

standard deviation uses information from each measurement

D.

range calculations are not normally distributed

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Questions 23

__________ helps to understand Process behavior for parametric distribution?

Options:

A.

Median

B.

Range

C.

Variance

D.

Mode

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Questions 24

All of the following experimental designs can be used to investigate interactions EXCEPT

Options:

A.

half-fraction

B.

half-fraction with replication

C.

full-factorial with replication

D.

saturated screening with replication

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Questions 25

According to Juran, when a major quality improvement project is launched, which of the following describes the desired change in performance level?

Options:

A.

Six sigma

B.

Continuous

C.

Breakthrough

D.

Sporadic

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Questions 26

Which of the following best describes a controlled variable whose influence on a response is being studied?

Options:

A.

Replicate

B.

Version

C.

Level

D.

Factor

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Questions 27

One of the approaches used by TRIZ is referred to as “removing the contradiction.” A project team is asked to determine how many coats of paint should be applied to a panel. In this case the contradiction is:

Options:

A.

additional coats cost money but give a better finish

B.

the customer wants an excellent finish at a low cost

C.

the company wants to reduce costs but have an excellent finish

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Questions 28

Which of the following tools is used extensively in quality function deployment (QFD)?

Options:

A.

Affinity diagram

B.

Matrix diagram

C.

Cause and effect diagram

D.

Activity network diagram

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Questions 29

This experimental design is:

Options:

A.

full factorial

B.

half factorial

C.

quarter factorial

D.

none of the above

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Questions 30

The process of having a six sigma team develop a problem statement helps the team to?

Options:

A.

agree on key dates associated with completing major project phases

B.

achieve consensus and ownership of the process

C.

determine solutions

D.

determine how often it should meet

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Questions 31

An example of a project metric would be:

Options:

A.

the decrease in defect occurrence

B.

the decrease in product cost

C.

the decrease in cycle time

D.

all the above

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Questions 32

An assembly line has 3???? × 3???? squares painted behind each person. Signs indicate the parts and quantities that should be placed there. This is an example of:

Options:

A.

visual factory

B.

kanban

C.

poka-yoke

D.

standard work

E.

set up time reduction (SMED)

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Questions 33

The formula for reliability during constant failure rate conditions is: Use this formula to find the reliability of a product at 800 hours if MTBF = 600 hours.

Options:

A.

0.87

B.

0.78

C.

0.37

D.

0.26

E.

none of the above

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Questions 34

Quality Function Deployment is a tool to aid in:

Options:

A.

analyzing non-paired data

B.

determining if quality procedures being followed on the shop floor

C.

ascertaining which processes are functioning correctly

D.

linking customer requirements to product features E. all of the above F. none of the above

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Questions 35

What is the standard deviation of a process that operates to an exponential distribution with a mean of 25 units?

Options:

A.

0.4

B.

5.0

C.

12.5

D.

25.0

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Questions 36

This QFD matrix was used in the design process for a ball point pen. What symbol is appropriate for the square labeled 5?

Options:

A.

B.

C.

D.

none of the above

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Questions 37

The average number of defects is 21.6. Find the upper control limit for the c-chart.

Options:

A.

26.4

B.

24.6

C.

18.8

D.

26.2

E.

none of the above

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Questions 38

Which of the following is not one of the Lean R’s?

Options:

A.

Restart

B.

Remanufacture

C.

Redesign

D.

Recover

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Questions 39

Find Cpk

Options:

A.

2.00

B.

0.56

C.

1.33

D.

0.44

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Questions 40

A meeting is called for all three shifts to determine the settings to be used on machine #45. This is an example of:

Options:

A.

visual factory

B.

kanban

C.

poka-yoke

D.

standard work

E.

set up time reduction (SMED)

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Questions 41

In Control chart interpretations, how many business rules (Shewart Rule's) will be used to interpret for stable process?

Options:

A.

5 Rules

B.

7 Rules

C.

6 Rules

D.

8 Rules

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Questions 42

Following have been exponents of Quality evolution except?

Options:

A.

Juran

B.

Philip Crossby

C.

Wockhardt

D.

Deming

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Questions 43

In a certain sampling situation, ???? = 0, ???? = 0.08. The power of the sampling plan in this case is:

Options:

A.

0

B.

0.08

C.

1.00

D.

0.92

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Questions 44

Which of the following is a commonly accepted level for alpha risk?

Options:

A.

0.05

B.

0.50

C.

0.70

D.

0.95

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Questions 45

The essence of Lean is to concentrate effort on removing variation from a process output while lowering cost. (True/False)

Options:

A.

True

B.

False

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Questions 46

For a line in an FMEA form a team has established the following:

Cost: $82

Severity: 7

Occurrence: 9

Detection: 4

Target date: 7 days

What should the risk priority number (RPN) be for this line:

Options:

A.

144,648

B.

252 C. 1764

C.

63

D.

none of the above

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Questions 47

Which of the following types of variation is LEAST likely to occur in sequential repetitions of a process over a short period of time?

Options:

A.

Cyclical

B.

Positional

C.

Temporal

D.

Seasonal

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Questions 48

This will be a:

Options:

A.

left-tail test

B.

right-tail test

C.

two-tail test

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Questions 49

Which of the following is not a Measure of Central Tendency?

Options:

A.

Geometric Mean

B.

Median

C.

Mode

D.

Arithmetic Mean

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Questions 50

A set of data from a process has 8 readings per sample and 50 samples. The mean of the 50 sample means is 12.62. The mean of the 50 ranges is 0.18. Find the control limits for the xbar chart.

Options:

A.

12.55 and 12.69

B.

12.11 and 13.13

C.

12.54 and 12.70

D.

none of the above

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Questions 51

A frequent cause of system sub optimization is:

Options:

A.

optimizing individual processes

B.

failing to draw a system flow chart

C.

using data with outliers

D.

failing to consider the normal distribution

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Questions 52

The Organization Specification limits are + 5 or - 5 % whereas Control Limits are + 6 % & -2%, justify whether the Process is?

Options:

A.

Stable

B.

Capable

C.

Within control

D.

None of the above

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Questions 53

A team has been asked to reduce the occurrence of a particular defect. They begin by brainstorming all possible causes using a:

Options:

A.

matrix diagram

B.

cause and effect diagram

C.

process decision program chart

D.

affinity diagram E. activity network diagram

E.

tree diagram

F.

prioritization matrix

G.

matrix diagram

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Questions 54

Which of the following statements is true about the theory of constraints?

Options:

A.

It views a system in terms of discrete processes.

B.

Most constraints are physical.

C.

Most constraints are the result of policies.

D.

It focuses on continuous improvement.

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Questions 55

For a normal distribution, two standard deviations on each side of the mean would include what percentage of the total population?

Options:

A.

47%

B.

68%

C.

95%

D.

99%

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Questions 56

An x-bar control chart has been established with control limits of 3.245 and 3.257, n = 5. An engineer collects the following sample and plots the average on the control chart: 3.257, 3,256, 3. 258, 3.259.

Options:

A.

the process is out of control

B.

the process is not out of control

C.

the engineer misused the control chart

D.

the control limits are incorrect

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Questions 57

Which of the following best describes internal failure costs?

Options:

A.

The economic costs associated with a catastrophic failure of an internal subsystem.

B.

The unavoidable quality system costs associated with the production of any product or service.

C.

The opposite of external failure costs.

D.

The costs resulting from a nonconformance detected before a product or service is provided

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Questions 58

Poka-yoke is best defined as

Options:

A.

improving machine efficiency

B.

reducing field failures to virtually zero

C.

capturing the voice of the customer

D.

preventing controllable defects

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Questions 59

A six sigma team has been formed to improve an existing process. Which of the following tools should the team use first to gain a clear understanding of the current process?

Options:

A.

Flowchart

B.

Pareto chart

C.

Process FMEA

D.

Latin square DOE

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Questions 60

This QFD matrix was used in the design process for a ball point pen. What symbol is appropriate for the square labeled 7?

Options:

A.

B.

C.

D.

none of the above

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Questions 61

The following contingency table was developed for an organization.

On the basis of this information, what is the expected number of oil changes for Station 1?

Options:

A.

70

B.

76

C.

80

D.

100

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Questions 62

This QFD matrix was used in the design process for a ball point pen. What symbol is appropriate for the square labeled 13?

Options:

A.

B.

C.

D.

none of the above

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Questions 63

Lean Enterprise is based on the premise that anywhere work is being done which of these is also occurring?

Options:

A.

Money is being spent

B.

Waste is being generated

C.

Waste is being calculated

D.

Waste is being eliminated

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Questions 64

There have been some instances in which 1.5 inch sheet metal screws are used where 1.25 inch should have been used. This produces a critical defect. The decision is made to have all 1.25 inch screws have a square reduced head and all 1.5 inch screws be Phillips. This is an example of:

Options:

A.

visual factory

B.

kanban

C.

poka-yoke

D.

standard work

E.

set up time reduction (SMED)

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Questions 65

Lean removes many forms of ______________ so that Six Sigma can focus on reducing _______________.

Options:

A.

Movement, variation

B.

Waste, cost

C.

Inventory, defects

D.

Waste, variability

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Questions 66

Ratio and Interval Scale of measurements are based on ______________type of data.

Options:

A.

Discrete & Attribute

B.

Discrete & Continuous

C.

Variable & Continuous

D.

Continuous & Attribute

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Questions 67

In an experimental design context, replication refers to:

Options:

A.

duplicating experimental results at another location

B.

repeating a test with the same factor levels

C.

obtaining the same or similar results from different factors

D.

repeating an experiment but using at least one different factor level

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Questions 68

If the value of the test statistic had been 0.185, what action should have been taken regarding the null hypothesis?

Options:

A.

rejected

B.

accepted

C.

none of the above

D.

all of the above

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Questions 69

Find the value of (13) in the ANOVA table. Assume:

Options:

A.

16.4

B.

3.2

C.

18.6

D.

23.2

E.

4.54

F.

12.2

G.

0.525

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Questions 70

A correct statement about the relationship between the terms parameter and statistic is:

Options:

A.

a population statistic is more accurate than a parameter

B.

a sample parameter is used to estimate a statistic

C.

a sample statistic is used to estimate a population parameter

D.

standard deviation calculations requires both statistics and parameters

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Questions 71

This experimental design is an example of:

Options:

A.

full factorial

B.

half fractional factorial

C.

fractional factorial

D.

ANOVA design

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Questions 72

According to the Central Limit Theorem:

Options:

A.

the median and the mean have the same value in a symmetric distribution

B.

the mode of a normal distribution is also the mean

C.

the mean of an exponential distribution is smaller than the median

D.

the mean, median and mode of a normal distribution all have the same value

E.

none of the above

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Questions 73

A team wants a technique for improving consistency of assembly operations. They should use:

Options:

A.

written and diagrammed work instructions

B.

flow charts and process maps

C.

cause and effect diagrams

D.

Pareto chart

E.

relationship matrix

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Questions 74

The preferred method for determining statistically whether factor A or B is significant requires what additional information?

Options:

A.

value of noise factors

B.

values of responses in replicate runs

C.

number of repetitions

D.

ambient conditions during the experiment

E.

blocking pattern

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Questions 75

SCENARIO A Six Sigma team is measuring the moisture content of corn starch as it leaves the conveyer belt of a dryer. They collect one sample four cups of starch at times indicated in the chart at fixed locations labeled A, B, C, and D across the end of the belt. See the diagram below.

Find the sample linear correlation coefficient and the sample coefficient of determination for the data in problem VI.11.

Options:

A.

0.83, 0.69

B.

0.49, 0.24

C.

0.74, 0.55

D.

0.33, 0.11

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Questions 76

A machine tool vender wants to sell an injection molding machine. The current machine produces 3.2% defectives. A sample of 1100 from the vender’s machine has 2.9% defective. Do these numbers indicate that the proposed machine has a lower rate of defectives?

Options:

A.

yes

B.

no

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Questions 77

Deming called the technique of studying a sample to gain understanding of the distribution of a population an “enumerative study.” His main objection to these studies was:

Options:

A.

they are too difficult to perform correctly

B.

they require extensive use of computers

C.

they assume a stable distribution

D.

random samples are expensive to obtain

E.

these studies have a high probability of Type II error

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Questions 78

Find the value of (2) in the ANOVA table. Assume:

Options:

A.

16.4

B.

3.2

C.

18.6

D.

23.2

E.

4.54

F.

12.2

G.

0.525

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Questions 79

This table displays the inventory of fasteners in a storage cabinet. An item is selected at random from the fastener cabinet. Find the approximate probability it is size 3/4.

Options:

A.

.85

B.

.185

C.

.03

D.

.11

E.

none of the above

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Questions 80

Samples of size n=36 are randomly selected from a population with mean μ = 125 and variance 12. Find the variance of the distribution of sample means.

Options:

A.

.333

B.

.577

C.

2

D.

3.464

E.

12

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Questions 81

This table displays the inventory of fasteners in a storage cabinet. An item is selected at random from the fastener cabinet.

Find the approximate probability it is larger than 1/2.

Options:

A.

.35

B.

.65

C.

.1106

D.

.47

E.

none of the above

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Questions 82

This table displays the inventory of fasteners in a storage cabinet. An item is selected at random from the fastener cabinet. Find the approximate probability it is a bolt.

Options:

A.

160

B.

.160

C.

.09

D.

.30

E.

none of the above

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Questions 83

If the probability that event A occurs is 0.51, the probability that event B occurs is 0.64 and that probability that both A and B occur is 0.23 then:

Options:

A.

events A and B are complementary

B.

events A and B are mutually exclusive

C.

events A and B are supplementary

D.

events A and B are not mutually exclusive

E.

events A and B are statistically independent

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Questions 84

Find Cp and Cpk.

Options:

A.

1.21 and .85

B.

.85 and 1.21

C.

.35 and .63

D.

.63 and .42

E.

none of the above

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Questions 85

A population is bimodal with a variance of 5.77. One hundred samples of size 30 are randomly collected and the 100 sample means are calculated. The standard deviation of these sample means is approximately:

Options:

A.

5.77

B.

2.40

C.

1.05

D.

0.44

E.

0.19

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Questions 86

If DPU = 0.022, the RTU is approximately:

Options:

A.

0.022

B.

0.078

C.

0.0022

D.

0.98 E. 0.098

E.

0.0098

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Questions 87

This is an example of part of a:

Options:

A.

QFD Matrix

B.

Activity Network Diagram

C.

Interrelationship Diagram

D.

Affinity Diagram

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Questions 88

The management team in the above problem assigns each goal a numerical value designating its importance. The “bulls eyes,” circles and triangles are replaced by the values 3, 2 and 1 respectively. Entries are made in each box by multiplying the 3, 2 or 1 by the goal value.

The importance of each activity is calculated by adding the entries in its row.

Options:

A.

Affinity diagram

B.

Inter-relationship digraph

C.

Tree diagram

D.

Process decision program chart

E.

Matrix diagram

F.

Prioritization matrix

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Questions 89

Find the value of (5) in the ANOVA table. Assume:

Options:

A.

16.4

B.

3.2

C.

18.6

D.

23.2

E.

4.54

F.

12.2

G.

0.525

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Questions 90

Find the value of (9) in the ANOVA table. Assume:

Options:

A.

16.4

B.

3.2

C.

18.6

D.

23.2

E.

4.54

F.

12.2

G.

0.525

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Questions 91

In problem 1, do the data indicate that the population for machine A has a larger standard deviation?

Options:

A.

yes

B.

no

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Questions 92

A team working with a plant relocation is tasked with designing a process for moving 180 pieces of equipment. Incoming orders may need to be filled during the move at either the old site or the new one. Transportation equipment availability is uncertain. Construction schedules at the new site is very weather dependent. The team designs a chart that attempts to cover these and other contingencies with appropriate measures dealing with each.

The tool best fitted for this task is:

Options:

A.

Affinity diagram

B.

Inter-relationship digraph

C.

Tree diagram

D.

Process decision program chart

E.

Matrix diagram

F.

Prioritization matrix

G.

Activity network diagram

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Questions 93

The average weight of castings produced at the Nebraska foundry is 3.7 lbs. A new supplier from Kansas has submitted a batch of castings known to have normally distributed weights. A random sample of 10 has an average weight of 3.6 lbs. and standard deviation 0.06 lbs. Do these data indicate that the Kansas foundry produce lighter castings on average?

Options:

A.

yes

B.

no

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Questions 94

Find the value of (8) in the ANOVA table. Assume:

Options:

A.

16.4

B.

3.2

C.

18.6

D.

23.2

E.

4.54

F.

12.2

G.

0.525

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Questions 95

SCENARIO

A Six Sigma team is measuring the moisture content of corn starch as it leaves the conveyer belt of a dryer. They collect one sample four cups of starch at times indicated in the chart at fixed locations labeled A, B, C, and D across the end of the belt. See the diagram below.

After some work on the dryer, additional data are collected which when plotted looks like this:

Which type of variation dominates?

Options:

A.

within sample

B.

sample to sample within the hour

C.

hour to hour

D.

none of the above

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Questions 96

George is an employee of Black, Inc. John is George’s internal customer. Which statement is true?

Options:

A.

John is employed by Black, Inc.

B.

John is employed by another company that supplies material to Black, Inc.

C.

John is employed by a company that purchases material from black, Inc.

D.

John is employed by another company that has a fiduciary agreement with Black, Inc.

E.

John is employed by another company as an internal auditor.

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Questions 97

A team wants a technique for displaying the connection between various customer needs and various features on a product. They should use:

Options:

A.

written and diagrammed work instructions

B.

flow charts and process maps

C.

cause and effect diagrams

D.

Pareto chart

E.

relationship matrix

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Questions 98

The term “expected value” is closest to the term:

Options:

A.

median

B.

probabilistic model

C.

mean

D.

Markov value

E.

regressive value

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Questions 99

The quality leader most associated with the concept of robustness:

Options:

A.

Juran

B.

Ishikawa

C.

Crosby

D.

Feigenbaum

E.

Taguchi

F.

none of the above

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Questions 100

The support for an important quality initiative was lacking in congress until Reagan’s Secretary of Commerce was killed in a horseback riding accident in 1987. That initiative was:

Options:

A.

assigning National Institute for Standards and Technology (NIST) quality oversight duties

B.

“consensus of the House” proclamation for Deming’s 14 points

C.

changing National Bureau of Standards to NIST

D.

authorizing the American National Standards Institute (ANSI) to join with the International Standards Organization (ISO) to promulgate standards

E.

none of the above

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Questions 101

This table displays the inventory of fasteners in a storage cabinet. A bolt is selected at random from the fastener cabinet. Find the approximate probability it is size 7/8.

Options:

A.

11

B.

.08

C.

.09

D.

.30

E.

none of the above

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Questions 102

If the probability that event A occurs is 0.51, the probability that event B occurs is 0.64 and events A and B are statistically independent then:

Options:

A.

A and B are mutually exclusive

B.

the probability that both A and B occur is 0.3264

C.

A and B can’t both occur

D.

the probability that A occurs is 1-(probability that B occurs)

E.

A and B have different standard deviations

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Questions 103

There are 14 different defects that can occur on a completed time card. The payroll department collects 328 cards and finds a total of 87 defects. DPU =

Options:

A.

87 ÷ 328

B.

87 ÷ (328 × 14)

C.

14 ÷ 87

D.

87 ÷ 14

E.

328 ÷ 87

F.

87 × 1,000,000 ÷ (14 × 328)

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Questions 104

A project activity not on the critical path has required 20% longer than the time originally allocated. The project team should:

Options:

A.

inform all concerned that the entire project will be delayed by 20%

B.

inform all concerned that the entire project will be delayed but by less than 20%

C.

study the effect this will have on other activities because the project may still be on schedule

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Questions 105

Calculate the interaction effect.

Options:

A.

1.5

B.

205

C.

–5

D.

17

E.

–17

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Questions 106

The primary metric for a project is reduced cost for process A. Baseline data might include:

Options:

A.

current maintenance costs

B.

current selling price for the products or services output by process A

C.

current suggestions from stakeholders of process A

D.

all the above

E.

none of the above

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Questions 107

A management team lists nine goals across the top of a rectangle and 15 activity initiatives along the left hand side of the rectangle. If one of the activities strongly supports one of the goals a circle is placed in the box where that activity’s row intersects the goal’s column. If the activity’s support is very strong a “bulls eye” is placed in the box and if the support is weak a triangle is used.

This best describes which problem solving tool?

Options:

A.

Affinity diagram

B.

Inter-relationship digraph

C.

Tree diagram

D.

Process decision program chart

E.

Matrix diagram

F.

Prioritization matrix

G.

Activity network diagram

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Exam Code: CLSSBB
Exam Name: Certified Lean Six Sigma Black Belt (CLSSBB)
Last Update: Nov 20, 2024
Questions: 357
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