Experimental Design
Example 1.1: Designing and Analyzing a 2^(7-4) Fractional Factorial Design
Example 1.2: Analyzing a 2^6 Full Factorial
Example 1.3: Analyzing a Botched 2^(7-4) Fractional Factorial Design
Example 2: Designing and Analyzing a 35-Factor Screening Design
Example 3: Analyzing a 3^3 Full Factorial
Example 4: Designing and Analyzing a 2^3 3^2 Experiment
Example 5: Central Composite (Response Surface) Designs
Example 6: Latin Square Designs
Example 7: Taguchi Robust Design Experiment
Example 8.1: Designing and Analyzing a Mixture Experiment
Example 8.2: Designing and Analyzing a Mixture Experiment with Pseudo-Components
Example 9.1: Finding Vertex and Centroid Points for a Constrained Region
Example 9.2: Mixture Designs for Components with Upper and Lower Bound Restrictions
Example 10.1: Constructing a Simple D-Optimal Design
Example 10.2: Constructing a Design from Vertex and Centroid Points (Example 9.1, Continued)
Example 11: Constructing D-Optimal Split Plot Design
Special Topics Example 1 - Simultaneous Optimization of Several Response Variables in a Central Composite (Response Surface) Design
Special Topics Example 2 - Optimization of the Response Variable in a Three-Factor Mixture Experiment
Special Topics Example 3 - Residuals Analysis
Special Topics Example 4 - Box-Cox Transformation of a Dependent Variable
Multivariate Quality Control
Example 1: Creating a Hotelling's T^2 Chart
Example 2: Creating a MEWMA Chart for Individuals
Example 3: Computing Chart Parameters for Different Sets
Example 4: Creating a Multiple Stream Chart
Example 5: Creating a Multivariate CUSUM Chart
Process Analysis
Introduction to Process Analysis Examples
Example 1: Deriving and Examining a Sampling Plan
Example 2: Process Capability Analysis
Example 3: Gage Repeatability and Reproducibility
Example 4: Weibull and Reliability/Failure Time Analysis
Example 5: Gage Linearity and Bias Study
Example 6: Attribute Agreement Analysis
Example 7: Capability Ratios for True Position
Example 8: MSA Attribute Data
Example 9: Attribute Gage Study (Analytic Method)
Example 10: Capability Analysis (Binomial)
Example 11: Unstacking Data in Attribute Agreement Analysis
Quality Control Charts
Example 1: Specifying Control Charts for Variables, Process Capability
Example 2: Brushing, Assigning Causes and Actions
Example 4: Setting Up Shop Floor Mode and Alarm Notification
Example 5: Specifying Control Charts for Attributes, Custom Control Limits
Example 6: Specifying Pareto Charts, Changing the Project Header, Printing Results
Example 7: Specifying Moving Average/Moving Range Charts
Example 8: Specifying Charts for Individual Observations and Moving Ranges
Example 9: Using IQC on the Shop Floor
Example 10: Specifying Control Charts for Short Production Runs
Example 11: Specifying CuSum Charts