Six Sigma Black Belt Certification
Last Update May 18, 2024
Total Questions : 300
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When analyzing the behavior of our process to assess customer satisfaction we are concerned about both the variation such that it stays within the spec limits and how well the Mean is __________________ the process requirements.
A valid mathematical Regression represents all of the characteristics shown except _________________.
A(n) ______________ is best used to compare a Machine 1 average quality characteristic to the same quality characteristic of Machine 2.
When the Inputs, X’s, for your process are Normally Distributed about the Mean, the Outputs, Y’s, will always be Normally Distributed.
A Full Factorial experiment using a 3 level 3 factor approach has been proposed to test the viability of an extrusion machine experiment. How many treatment combinations will this approach involve?
It would be more likely than not for a Belt conducting a Regression Analysis to find that the _______________________.
Accuracy can be assessed in several ways and a fairly accurate means of measurement is visual comparison.
An ANOVA used across many dependent variables could increase the Beta risk.
A Lean Six Sigma project is attempting to reduce inventory days. The Process Capability will be monitored as part of the Control Phase to track the sustainability of the improvement.
Which distribution type is best used for performing the Capability Analysis?
If a Six Sigma project was to reduce changeover times and the team found the project success was decreasing over time since changeover times began to creep back up, which Lean tools should be considered in the Control Phase to reestablish and sustain the project success?
Which of these might contribute to similar distributions having Unequal Variance?
An operator is measuring the distance between two points. Which is most likely to be influenced by the operator?
Two of the key deliverables for the Measure Phase are a robust description of the process and its flow and an assessment of the Measurement System.
Which Element of Waste best describes "the unnecessary movement of materials and goods"?
With Measurement System Analysis we are concerned with two issues that impact the potential variability of the data. They are ____________ and Accuracy.
The method of Steepest Ascent guides you toward a target inside the original inference space.
Which of these are examples of business metrics or Key Performance Indicators commonly referred to as KPI’s?
All the data points that represent the total set of information of interest is called the ________________ .
When a Belt conducts a Linear Correlation Analysis and finds that as an X increases the Y also increase then he has proven a ______________ correlation.
“A calculated time frame that matches customer demand” is a definition of what Lean Principles term?
Of the various types of data shown which is NOT representative of Variable Data.
What aspects of Measurement Systems Analysis (MSA) studies are applicable when the process used to measure does not damage the part?
Time is always the metric on the horizontal scale of a(n) ___________ Chart.
Fractional Factorial, ____________and Response Surface Method are types of planned experiments.
A Belt rearranged the location of the parts inventory for a rework station locating the most often used parts to be within hand reach of the repair person. This rearrangement resulted in quicker repair times by eliminating one of seven major elements of waste which is the Waste of __________.
The most appropriate type of FMEA for a product before going into manufacturing is a ___________ FMEA.
The Normal Distribution is considered to be the most important distribution in statistics and, among other things is defined as having a total area under the curve of 1, is mounded and symmetrical and the Mean, Median and Mode are _____________.
Six Sigma is a business improvement discipline whose fundamental view is based on a _________ oriented approach of the business.
Which item(s) listed would impact the Process Capability for a process with a continuous output? (Note: There are 4 correct answers).
For Attribute Data, Process Capability is defined as the average proportion of nonconforming products.
In a good Measurement System the most variation will be with part-to-part measurements. What should you do if the majority of variation is associated with the Gage R&R assuming the gage is technically capable?
The primary objective in removal of waste is to improve the Order Production Cycle where the time from _________________ to the time of receipt of payment is compressed.
Contingency Tables are used to test for association, or dependency, between two or more classifications.
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.
SPC Charts are used extensively in different business and decision-making environments. In this example a vendor is being selected based on speed of delivery. Which of the conclusions would help you pick a vendor for your needs regarding lead-time of delivery from your vendors? (Note: There are 4 correct answers).
Fractional Factorial designs are used to reduce the ____________ because the number of runs has been lowered.
Questions that can be best answered by a Visual Factory include all of these except _____________________.
A Non-parametric Test should be used if just one distribution is not Normal out of the two or more gathered.
Much of the Six Sigma methodology is used to identify and remove causes for _____________ .
Since Normality is required if we intend to use the data collected as a predictive tool. To test for Normality of data we must determine if the P-value is ___________.
Sally and Sara sell flower pots at their garage sale. Sally motivates Sara mentioning that they will sell a minimum of 15 pots per day if the outside temperature exceeds 60o F. From a sample, whose population is assumed to follow a Normal Distribution, taken for 30 days at 60 degrees or more an average of 13.6 pots per day were sold with a Standard Deviation of 0.7 pots. For the sales accomplished above, what test would validate if they met their requirements?