JMP 10 Design of Experiments Guide

Contents 

Examples of Nonlinear Designs

Using Nonlinear Fit to Find Prior Parameter Estimates

Creating a Nonlinear Design with No Prior Data

Creating a Nonlinear Design

Identify the Response and Factor Column with Formula

Set Up Factors and Parameters in the Nonlinear Design Dialog

Enter the Number of Runs and Preview the Design

Make Table or Augment the Table

Advanced Options for the Nonlinear Designer

Examples of Nonlinear Designs

The Nonlinear Designer allows scientists to generate optimal designs and optimally augment data for fitting models that are nonlinear in their parameters. Such models, when they are descriptive of the underlying process, can yield more accurate prediction of process behavior than is possible with the standard polynomial ...