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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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6The 2k Factorial Design

Section 6.2 The 22 design

Example 6.1 A 23 Design

Example 6.2 A Single Replicate of the 24 Design

Example 6.3 Data Transformation in a Factorial Design

Example 6.5 Duplicate Measurements on the Response

Example 6.6 Credit Card Marketing

Example 6.7 A 24 Design with Center Points

A popular choice for screening experiments, 2k factorial designs measure the first-order effects of k factors, as well as interactions between those effects. The “2” indicates that each factor is represented only at a high level and at a low level (or two levels for categorical factors). The restriction to measuring a linear effect of each factor is often reasonable, and provides an efficient design for identifying the significant factors from ...

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