Design of Experiments Workflow

Key Concepts for Design of Experiments

• All About Responses
• All About Factors
• Key Principles of Design

Screening Designs

• Algorithmic Screening Designs
• Definitive Screening Designs
• Fractional Factorial Designs
• Plackett-Burman Designs

Response Surface Methodology

• Algorithmic Response Surface Design
• Central Composite Design
• Box-Behnken Designs

Control Charts and Variation

• The Seven Basic Quality Tools
• IMR Chart
• Xbar and S Chart
• CUSUM and EWMA Control Charts
• Multivariate Control Chart
• Attribute Control Charts
• Probability Limits on Control Charts
• Control Charts to Monitor Variation

Process Capability

Measurement Systems Analysis

Reliability Analysis

• The Kaplan-Meier estimator: Nonparametric estimation of reliability
• Weibull analysis: Parametric estimation of reliability