Course details
In the Analyze stage of the Six Sigma DMAIC process, project teams carefully analyze process output and input variables. The goal of this analysis is to narrow down the many possible inputs identified during the Measure stage. The analysis is carried out using tools that help identify a few probable root causes that are impacting process performance. This course introduces some key tools used for exploratory data analysis in Six Sigma, such as multi-vari studies, correlation… + Read More
Course details
In the Analyze stage of the Six Sigma DMAIC process, project teams carefully analyze process output and input variables. The goal of this analysis is to narrow down the many possible inputs identified during the Measure stage. The analysis is carried out using tools that help identify a few probable root causes that are impacting process performance. This course introduces some key tools used for exploratory data analysis in Six Sigma, such as multi-vari studies, correlation analysis, and regression models. It also explains the correlation coefficient and its statistical significance. In addition, the course helps you interpret the linear regression equation, understand the steps in hypothesis testing for regression statistics and explore the use of a regression model for prediction and estimation of outcomes. This course is aligned to the ASQ Body of Knowledge and is designed to assist Green Belt candidates toward achieving their certifications and becoming productive members of their Six Sigma project teams.
- Topic T4 Objective O5
- identify characteristics of a multi-vari analysis
- Topic T9 Objective O10
- identify guidelines for creating sampling plans
- Topic T14 Objective O15
- recognize actions involved in carrying out a multi-vari analysis
- Topic T22 Objective O23
- match variation types with corresponding characteristics
- Topic T25 Objective O26
- interpret given variation results
- Topic T32 Objective O33
- use variation results to determine the focus of a multi-vari study
- Topic T41 Objective O42
- identify uses of correlation analysis in Six Sigma
- Topic T46 Objective O47
- make inferences about data based on a given scatter diagram
- Topic T51 Objective O52
- recognize considerations for interpreting the correlation coefficient
- Topic T56 Objective O149
- determine the relationship between variables given scatter diagrams
- Topic T64 Objective O65
- identify characteristics of causation
- Topic T67 Objective O68
- identify reasons why Six Sigma teams should determine the statistical significance of a correlation coefficient
- Topic T74 Objective O75
- recognize the significance of determining causation and p-value for a set of variables
- Topic T82 Objective O83
- recognize how linear regression is used during data analysis
- Topic T87 Objective O88
- sequence the steps for hypothesis testing for regressio
Updated on 08 November, 2015 - Read LessAbout New Horizons Lebanon
As changes in technology have accelerated, it’s become even more essential for people to master technology to be productive, invaluable employees who optimize, program and invent solutions—and even grow companies of their own. With over 300 centers in 60 countries, New Horizons is the world’s largest independent IT and Business training company. Over the past 35 years, New Horizons has delivered a full range of IT and business skills/Management training through innovative learning methods that have transformed businesses and helped over 35 million students reach their goals. New Horizons Lebanon branch was established in 1996.
See all New Horizons Lebanon courses