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Six Sigma ICBB Practice Test - Questions Answers, Page 23

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Following process modifications, the Null Hypothesis states that no improvement to the process has occurred. If we discover the Null Hypothesis Test was rejected when it was false that would be a(n) _______________.

A.
Type I Error
A.
Type I Error
Answers
B.
Type II Error
B.
Type II Error
Answers
C.
Type III Error
C.
Type III Error
Answers
D.
Alpha Error
D.
Alpha Error
Answers
Suggested answer: B

If the results from a Hypothesis Test are located in the 'Region of Doubt' area, what can be concluded?

A.
Rejection of the Alpha
A.
Rejection of the Alpha
Answers
B.
We fail to reject the Null Hypothesis
B.
We fail to reject the Null Hypothesis
Answers
C.
The test was conducted improperly
C.
The test was conducted improperly
Answers
D.
We reject the Null Hypothesis
D.
We reject the Null Hypothesis
Answers
Suggested answer: D

When conducting a Hypothesis Test using Continuous Data the proper sample size is influenced only by the extent to which we need to assess a Difference to be detected but not the inherent variation in the process.

A.
True
A.
True
Answers
B.
False
B.
False
Answers
Suggested answer: B

Statistical Difference is the magnitude of difference or change required to distinguish between a true difference, brought about by change or improvement, and one that could have occurred by chance.

A.
True
A.
True
Answers
B.
False
B.
False
Answers
Suggested answer: A

To be an effective Lean Six Sigma practitioner one must understand the difference between ___________________________.

A.
ANOVA and the Analysis of Variance
A.
ANOVA and the Analysis of Variance
Answers
B.
Nonparametric tests and tests of Non-normal Data
B.
Nonparametric tests and tests of Non-normal Data
Answers
C.
Practical and Statistical significance
C.
Practical and Statistical significance
Answers
D.
F-test and test of variances of 2 samples
D.
F-test and test of variances of 2 samples
Answers
Suggested answer: C

The validity of the decision made with Hypothesis Testing is dependent upon all of the following except ______________________.

A.
Beta risk
A.
Beta risk
Answers
B.
Range of data
B.
Range of data
Answers
C.
Alpha risk
C.
Alpha risk
Answers
D.
Sample size
D.
Sample size
Answers
Suggested answer: B

To establish a sample size that will allow the proper overlap of distributions we do which of these?

A.
Multiply Alpha by 1.75
A.
Multiply Alpha by 1.75
Answers
B.
Calculate one minus Beta
B.
Calculate one minus Beta
Answers
C.
Calculate Beta plus 2
C.
Calculate Beta plus 2
Answers
D.
Multiply Beta by 3
D.
Multiply Beta by 3
Answers
Suggested answer: B

From the variance F-test shown above, which of these conclusions is/are valid?

A.
The variance between the class score distribution is not significantly different
A.
The variance between the class score distribution is not significantly different
Answers
B.
This test applies only to Normal Distributed data at 99 % confidence
B.
This test applies only to Normal Distributed data at 99 % confidence
Answers
C.
The variance between the class score distribution is significantly different
C.
The variance between the class score distribution is significantly different
Answers
D.
There are not enough data points to make any statistical conclusions
D.
There are not enough data points to make any statistical conclusions
Answers
Suggested answer: C

Time is always the metric on the horizontal scale of a(n) ___________ Chart.

A.
Pareto
A.
Pareto
Answers
B.
Xbar
B.
Xbar
Answers
C.
Multi-Vari
C.
Multi-Vari
Answers
D.
NP
D.
NP
Answers
Suggested answer: C

On a _________________ one can see a pattern from the graphed points such that conclusions can be drawn about the largest family of Variation.

A.
Multi-Vari Chart
A.
Multi-Vari Chart
Answers
B.
Weighted Scale
B.
Weighted Scale
Answers
C.
X-Y Matrix
C.
X-Y Matrix
Answers
D.
Poisson Chart
D.
Poisson Chart
Answers
Suggested answer: A
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