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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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5Introduction to Factorial Designs

Example 5.1 The Battery Design Experiment

Example 5.2 A Two-Factor Experiment with a Single Replicate

Example 5.3 The Soft Drink Bottling Problem

Example 5.4 The Battery Design Experiment with a Covariate

Example 5.5 A 32 Factorial Experiment with Two Replicates

Example 5.6 A Factorial Design with Blocking

This chapter introduces factorial designs for the analysis of multiple experimental factors. In a full factorial design, measurements are made at every possible combination of treatment levels. These designs furnish information about the main effect of each factor as well as interactions between factors. When interactions are significant, the main effects should not be considered in isolation, but in conjunction ...

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