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DEFINE PHASE
1.1 Overview of Six Sigma
1.1.1 - What is Six Sigma?
1.1.2 - Six Sigma History
1.1.3 - Six Sigma Approach
1.1.4 - Six Sigma Methodology
1.1.5 - Roles & Responsibilities
1.2 Fundamentals of Six Sigma
1.2.1 - Defining a Process
1.2.2 - VOC & CTQ’s
1.2.3 - QFD
1.2.4 - Cost of Poor Quality
1.2.5 - Pareto Chart & Analysis
1.3 Lean Six Sigma Projects
1.3.1 - Six Sigma Metrics
1.3.2 - Business Case & Charter
1.3.3 - Six Sigma Metrics
1.3.4 - Project Team Selection
1.3.5 - Project Risk Management
1.3.6 - Project Planning
MEASURE PHASE
2.1 Process Definition
2.1.1 - Cause & Effect Diagrams
2.1.2 - Cause & Effect Matrix
2.1.3 - Process Mapping
2.1.4 - FMEA
2.1.5 - Theory of Constraints
2.2 Six Sigma Statistics
2.2.1 - Basic Statistics
2.2.2 - Descriptive Statistics
2.2.3 - Distributions & Normality
2.2.4 - Graphical Analysis
2.3 Measurement Systems
2.3.1 - Precision & Accuracy
2.3.2 - Bias, Linearity, Stability
2.3.3 - Gage R & R
2.3.4 - Variable MSA
2.3.5 - Attribute MSA
2.4 Process Capability
2.4.1 - Capability Analysis
2.4.2 - Concept of Stability
2.4.3 - Attribute Capability
2.4.4 - Monitoring Techniques
CONTROL PHASE
3.1 Inferential Statistics
3.1.1 - Understanding Inference
3.1.2 - Sampling Techniques
3.1.3 - Sample Size
3.1.4 - Central Limit Theorem
3.2 Hypothesis Testing
3.2.1 - Goals of Hypothesis Tests
3.2.2 - Statistical Significance
3.2.3 - Risk: Alpha & Beta
3.2.4 - Types of Hypothesis Tests
3.3 Hypothesis Tests: Normal
3.3.1 - 1 Sample t-test
3.3.2 - 2 Sample t-test
3.3.3 - 1 Sample Variance
3.3.4 - One Way ANOVA
3.3.5 - Test of Equal Variance
3.3.6 - Normality Tests
3.3.7 - Sample Size Calcs
3.4 Hypo Tests: Non-Normal
3.4.1 - Mann-Whitney
3.4.2 - Kruskal-Wallis
3.4.3 - Mood’s Median
3.4.4 - Friedman
3.4.5 - 1 Sample Sign
IMPROVE PHASE
4.1 Simple Linear Regression
4.1.1 - Correlation
4.1.2 - XY Diagram
4.1.3 - Regression Equations
4.1.4 - Residuals Analysis
4.2 Multiple Regression
4.2.1 - Non-Linear Regression
4.2.2 - Multiple Regression
4.2.3 - Confidence Intervals
4.2.4 - Residuals Analysis
4.2.5 - Data Transformation
4.2.6 - Stepwise Regression
4.2.7 - Logistic Regression
CONTROL PHASE
5.1 Lean Controls
5.1.1 - Control Methods for 5S
5.1.2 - Kanban
5.1.3 - Poka-Yoke
5.2 SPC
5.2.1 - SPC Data Collection
5.2.2 - Xbar-R Chart
5.2.3 - Xbar-S Chart
5.2.4 - U Chart
5.2.5 - C Chart
5.2.6 - P Chart
5.2.7 - NP Chart
5.2.8 - CumSum Chart
5.2.9 - EWMA Chart
5.2.10 - Control Methods
5.2.11 - Control Chart Anatomy
5.2.12 - Subgrouping & Sampling
5.2.13 - Control Limit Calcs
5.3 Control Plans
5.3.1 - Cost Benefit Analysis
5.3.2 - Elements of Control Plans
5.3.3 - Elements of Response Plans

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