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  6. Explanatory Material "Fundamental Knowledge of Experimental Design"

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last updated:Oct 24, 2025

イプロス Tech Note編集部
イプロス Tech Note編集部

Explanation of procedures and key points for conducting experiments and verifications efficiently, 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 verify 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 non-reproducible factors. 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 ■Basics 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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Fundamentals of Experimental Design [8 Sessions]

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