By Bruce L. Bowerman,Richard T. O'Connell
Two systems are normally used to research experimental layout data—analysis of variance (ANOVA) and regression research. simply because ANOVA is extra intuitive, this booklet devotes such a lot of its first 3 chapters to exhibiting easy methods to use ANOVA to investigate balanced (equal pattern measurement) experimental layout info.
The textual content first discusses regression research on the finish of bankruptcy 2, the place regression is used to research facts that can not be analyzed via ANOVA: unbalanced (unequal pattern dimension) information from two-way factorials and information from incomplete block designs. Regression is then used back in bankruptcy four to investigate info as a result of two-level fractional factorial and block confounding experiments.
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Extra resources for Experimental Design: Unified Concepts, Practical Applications, and Computer Implementation
Experimental Design: Unified Concepts, Practical Applications, and Computer Implementation by Bruce L. Bowerman,Richard T. O'Connell