Design of Experiments (DOE) is a planned approach for determining cause and effect relationships that can be applied to any process with measurable inputs and outputs. DOE provides a statistical means for analyzing how numerous variables interact.
In DOE Simplified—a comprehensive introductory text geared towards readers with minimal statistical background—the authors take a fresh and lively approach to learning the fundamentals. The book covers:
- Basic statistics for DOE
- Methods for collecting and displaying data
- How to draw inferences from data
- The purpose of confidence intervals
- Comparative experiments for testing hypotheses
- Blocking sources of variation from analysis
- Two-level factorial designs
- Fractional factorials
- Minimum-run designs
- Analysis of variance.