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Design and Analysis of Experiments by Douglas Montgomery: A Supplement for Using JMP by James Wisnowski, Andrew Karl, Heath Rushing

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11Response Surface Methods and Designs

Example 11.1 The Path of Steepest Ascent

Example 11.2 Central Composite Design

Section 11.3.4 Multiple Responses

Example 11.4 Space Filling Design with Gaussian Process Model

Example 11.5 A Three-Component Mixture

Example 11.6 Paint Formulation

The focus of many of the experimental designs introduced so far has been on factor screening. Screening designs are excellent for isolating the important factors from a set of several candidates, many of which may be unimportant. Once the screening experiments have identified the important factors to characterize the system, it may be necessary to find the settings of these factors that optimize one or multiple responses. Response surface methods provide us with a ...

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