Explaining the procedures and key points for efficiently conducting experiments and verifications, including exercises to deepen understanding.
This document explains the concept and usage of "experimental design," which is used to investigate the relationship between characteristics and factors, as well as to validate theories and hypotheses. While explaining the basic terminology, it introduces procedures and key points for experiments that combine two factors, experiments to confirm synergistic effects, and experiments that include factors with no reproducibility. It also includes practice problems that are helpful for knowledge acquisition. 【Contents】 1. What is experimental design? 2. One-way layout 3. Two-way layout 4. Concept of interaction 5. Randomized block design 6. Planning of orthogonal array experiments 7. Analysis of orthogonal array experiments 8. Application of experimental design *The document can be viewed immediately from "PDF Download."
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Table of Contents (Excerpt) ■Concepts of Experimental Design ■Planning and Analyzing Experiments ■Fundamentals of Statistical Inference ■Mechanism of One-Way ANOVA ■Mechanism of Two-Way ANOVA ■Estimation and Prediction at Optimal Levels ■Interactions ■Pooling of Interactions ■Local Management ■Mechanism of Randomized Block Design ■Concepts of Fractional Factorial Experiments ■Mechanism of Orthogonal Arrays ■Analysis of Factor Effects ■Approaches to Factors
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