Six Sigma Correlation, Regression, and Hypothesis Testing
Six Sigma Yellow Belt
| Intermediate
- 13 videos | 56m 34s
- Includes Assessment
- Earns a Badge
- CPE
If you're planning to carry out a Lean process improvement within your organization, you'll need a strong understanding of some key Six Sigma statistical analysis tools. These analysis tools are vital for enhancing process design, as well as for creating an effective process control system. In this course, you'll learn about correlation analysis, a business process improvement technique that can help you identify relationships between variables. You'll explore regression analysis, which enables you to predict outcomes. Finally, you'll learn about the Lean Six Sigma tool of hypothesis testing, which is used to test for significant improvements in a process. This course is aligned to the ASQ Body of Knowledge, and is designed to assist Yellow Belt candidates toward achieving their certification.
WHAT YOU WILL LEARN
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There is no objective for the course overview
Identify the purpose of correlation analysis in six sigma
Scatter diagrams and correlation analysis
Identify considerations when interpreting a correlation coefficient
Recognize the importance of finding the statistical significance of correlation
Recognize how linear regression is used during data analysis
Calculate an outcome using the regression analysis formula -
Identify the purpose of hypothesis testing for means
Distinguish between types of hypotheses
Recognize the attributes of type i and type ii errors
Distinguish between one-tailed and two-tailed hypothesis tests
Identify factors that affect the power of a hypothesis test
Determine whether to reject a null hypothesis based on given p-values
IN THIS COURSE
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31s
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3m 20sDuring this video, you will learn how to identify the purpose of correlation analysis in Six Sigma. FREE ACCESS
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3. Scatter Diagrams and Correlation Analysis4m 32sIn this video, find out how to create Scatter Diagrams and perform Correlation Analysis. FREE ACCESS
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4. Correlation Coefficient3m 38sLearn how to identify factors to consider when interpreting a correlation coefficient. FREE ACCESS
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5. Causation and the Significance of Correlation6m 50sIn this video, you will learn how to recognize the importance of finding the statistical significance of correlation. FREE ACCESS
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6. Basics of Regression Analysis3m 10sDuring this video, you will discover how to recognize how linear regression is used during data analysis. FREE ACCESS
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7. Predicting Outcomes with Regression Analysis7m 15sDiscover how to calculate an outcome using the regression analysis formula. FREE ACCESS
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8. Introduction to Hypothesis Testing4m 6sIn this video, you will learn how to identify the purpose of hypothesis testing for means. FREE ACCESS
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9. Null and Alternative Hypotheses3m 59sDuring this video, you will learn how to distinguish between different types of hypotheses. FREE ACCESS
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10. Type I and Type II Errors4m 25sIn this video, you will learn how to identify Type I and Type II errors. FREE ACCESS
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11. One- versus Two-tailed Hypothesis Tests5m 26sLearn how to distinguish between one-tailed and two-tailed hypothesis tests. FREE ACCESS
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12. Power of a Test4m 13sIn this video, you will learn how to identify factors that affect the power of a hypothesis test. FREE ACCESS
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13. The p-value for a Hypothesis Test5m 9sDuring this video, you will learn how to determine whether to reject a null hypothesis based on given p-values. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.
Digital badges are yours to keep, forever.
