Six Sigma Probability and Statistical Distributions
Six Sigma Green Belt
| Intermediate
- 16 videos | 58m 34s
- Includes Assessment
- Earns a Badge
- CPE
By determining the probability that a certain event, or multiple events, will occur during your business process improvement project, you'll have a better chance of planning an effective process design. You also need to understand the characteristics of various statistical distributions, and their suitability for different types of data. This course covers different Lean Six Sigma tools and techniques for calculating probability in process improvement initiatives, including independent events, mutually exclusive events, multiplication rules, permutations, and combinations. You'll also explore different types of distribution such as normal, Poisson, binominal, chi square, student's T, and F distributions, and how they can be applied in Lean projects to ensure process control. This course is aligned with ASQ's 2015 Six Sigma Green Belt Body of Knowledge.
WHAT YOU WILL LEARN
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Distinguish between common probability terms
Use the formulas for calculating the probability of simple and mutually exclusive events
Calculate the probability of given events
Calculate probability using the addition rule
Calculate probability using the multiplication rule
Calculate a permutation
Calculate a combination
Distinguish between types of variables -
Identify characteristics of normal distribution
Calculate the cumulative probability from the z-value
Recognize examples of using a binomial distribution effectively
Recognize examples of using poisson distribution effectively
Recognize characteristics of chi-square distributions
Identify uses for student's t-distributions
Identify characteristics of f-distributions
IN THIS COURSE
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52s
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3m 22sIn this video, you will learn how to distinguish between common probability terms. FREE ACCESS
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3. Simple and Mutually Exclusive Events2m 48sDuring this video, you will learn how to use the formulas for calculating the probability of simple and mutually exclusive events. FREE ACCESS
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4. Independent and Dependent Events4m 59sIn this video, find out how to calculate the probability of given events. FREE ACCESS
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5. The Addition Rule5m 34sLearn how to calculate probability using the addition rule. FREE ACCESS
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6. The Multiplication Rule5m 31sIn this video, you will learn how to calculate probability using the multiplication rule. FREE ACCESS
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7. Calculating Permutations3m 47sIn this video, you'll learn how to calculate a permutation. FREE ACCESS
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8. Calculating Combinations3m 7sLearn how to calculate a combination. FREE ACCESS
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9. Probability Distributions3m 50sIn this video, you will learn how to distinguish between different types of variables. FREE ACCESS
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10. Normal Distribution2m 48sDuring this video, you will learn how to identify characteristics of a normal distribution. FREE ACCESS
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11. Calculating Probabilities from Z-values6m 14sIn this video, find out how to calculate the cumulative probability from the z-score. FREE ACCESS
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12. Binomial Distributions3m 8sLearn how to recognize examples of using a binomial distribution. FREE ACCESS
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13. Poisson Distributions3m 16sIn this video, you will learn how to recognize examples of using the Poisson distribution effectively. FREE ACCESS
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14. Chi-Square Distributions3m 59sDuring this video, you will learn how to recognize characteristics of chi-square distributions. FREE ACCESS
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15. Student's t-Distributions2m 37sDiscover how to identify uses for the Student's t-distribution. FREE ACCESS
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16. F-Distributions2m 42sIn this video, you will learn how to identify characteristics of F-distributions. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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