Experimental Design for Simulation

Factors and Responses

Experimental Units

Randomization

Replication

Blocking

Full Factorial Designs

Fractional Factorial Designs

Two-Level Designs

Multi-Level Designs

First-Order Models

Second-Order Models

Central Composite Designs

Box-Behnken Designs

Plackett-Burman Designs

Definitive Screening Designs

Sequential Screening

Latin Hypercube Designs

Orthogonal Arrays

Uniform Designs

Adaptive Designs

Sequential Screening

Response Surface Exploration