Statistics Intro.
See description of materials for these turn-key Lean Six Sigma Instructor Training materials.
The following 3 topics are included in the Introduction to Statistics Instructor Materials, typically suited for Black Belts; optionally for Green Belts:
MEASURE: Probability & Distributions (32 slides)
General Probability Rules.
Distribution Use & Interpretation in MS Excel and Minitab
Binomial Distribution
Hypergeometric Distribution
Poisson Distribution
Normal Distribution
LogNormal Distribution
Exponential Distribution
Weibull Distribution
Probability Plots
Goodness of Fit Tests
Curve Fitting with Johnson Distributions
ANALYZE: ANOVA (23 slides)
Assumptions & Bartlett's Equality of Variance Test.
One-way ANOVA in Excel & Minitab
Two-way ANOVA in Excel & Minitab
Multi-factor ANOVA in Excel & Minitab
Tukey's HSD Test
ANALYZE: Sources of Variation (40 slides)
Multi-vari Plots
Confidence Intervals on Means & Percents
Hypothesis Testing Method, Assumptions and Uses
Hypothesis Tests on Mean, Two Sample Means, Paired Samples
Hypothesis Tests on Variance, Two Sample Variances
Contingency tables
Power & Sample Size Considerations
Non-parametric Tests
