This course has been designed you understand basic and intermediate statistics. This also prepares for ASQ Certified Quality Technician, Certified Quality Engineer or Certified Six Sigma Black Belt exams.
Course Benefits
Provide you with an understanding of statistics and its use in problem solving. This course will help you prepare for Six Sigma Black Belt, CQT and CQE certification.
Topics Covered:
Probability
- Discrete & continuous
- Binomial, poison, normal, chi-square
Central Limit Theorem- Mean, median, mode
- Standard deviation
- Probability plots
- Minitab analysis
Multi-vari Analysis- Data collection
- Minitab analysis
- Graphical analysis
Power & Sample Size
- Hypothesis testing
- Determine sample size
- Types of errors
- T tests
- ANOVA
Confidence Intervals
- Populations
- Calculations
- C.I. for means
- C.I. for standard deviations
- C.I. for proportions
Hypothesis Testing
- Statistical hypothesis
- Types of errors
- P-values
- T tests
- Variance testing
Correlation Regression
- Correlation & causation
- Correlation coefficient
- Regression line
- Goodness of fit
- Scatter plots
Who Should Attend?
Quality professionals, engineers, analysts, managers and improvement teams looking to enhance their background in statistics and problem solving.