JMP 10 Design of Experiments Guide

Contents 

Introduction to Space-Filling Designs

Sphere-Packing Designs

Creating a Sphere-Packing Design

Visualizing the Sphere-Packing Design

Latin Hypercube Designs

Creating a Latin Hypercube Design

Visualizing the Latin Hypercube Design

Uniform Designs

Comparing Sphere-Packing, Latin Hypercube, and Uniform Methods

Minimum Potential Designs

Maximum Entropy Designs

Gaussian Process IMSE Optimal Designs

Borehole Model: A Sphere-Packing Example

Create the Sphere-Packing Design for the Borehole Data

Guidelines for the Analysis of Deterministic Data

Results of the Borehole Experiment

Introduction to Space-Filling Designs

Space-filling designs are useful for modeling systems that are deterministic or near-deterministic. One example of a deterministic ...