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Six Sigma Green Belt
| Intermediate
- 13 Videos | 37m 1s
- Includes Assessment
- Earns a Badge
- CPE
In the Analyze stage of the Six Sigma DMAIC process, project teams carefully analyze process output and input variables. The goal of this data analysis is to narrow down the many possible inputs identified during the Measure stage, and lead to business process improvement. The analysis is carried out using tools that help identify a few probable issues and drive process improvement, process design, and process control. In this course, you'll learn about some of the key tools used in exploratory data analysis in Lean and Lean Six Sigma, such as Multi-varied studies, Correlation analysis, and Regression models. The course is aligned with ASQ's 2015 Six Sigma Green Belt Body of Knowledge.
WHAT YOU WILL LEARN
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identify characteristics of a multi-vari analysisidentify guidelines for creating sampling plansdistinguish between types of variationinterpret variation results in a given scenarioidentify uses of correlation analysis in Six Sigmamake inferences about data based on a given scatter diagram
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recognize considerations for interpreting the correlation coefficientidentify characteristics of causationidentify purpose of determining the statistical significance of a correlation coefficientrecognize how linear regression is used during data analysisrecognize appropriate conditions for hypothesis testingcalculate an outcome using the simple least-squares linear regression formula
IN THIS COURSE
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1.Six Sigma Exploratory Data Analysis49sUP NEXT
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2.Multi-vari Analysis4m 11s
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3.Sampling Plans for Multi-vari Analysis4m
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4.Types of Variation3m 32s
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5.Interpreting Variation Results2m 58s
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6.Correlation Analysis2m 29s
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7.Using Scatter Diagrams for Correlation Analysis2m 56s
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8.Correlation Coefficient5m 22s
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9.Causation2m 52s
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10.Testing Statistical Significance2m 24s
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11.Using Linear Regression2m 25s
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12.Hypothesis Testing for Regression Statistics1m 39s
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13.Using Regression Analysis to Predict Outcomes1m 23s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion of this course, which can be shared on any social network or business platform
Digital badges are yours to keep, forever.