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Arizona State University

Experimental Design Basics

Arizona State University via Coursera

Overview

This is a basic course in designing experiments and analyzing the resulting data. The course objective is to learn how to plan, design and conduct experiments efficiently and effectively, and analyze the resulting data to obtain objective conclusions. Both design and statistical analysis issues are discussed. Opportunities to use the principles taught in the course arise in all aspects of today’s industrial and business environment. Applications from various fields will be illustrated throughout the course. Computer software packages (JMP, Design-Expert, Minitab) will be used to implement the methods presented and will be illustrated extensively.
All experiments are designed experiments; some of them are poorly designed, and others are well-designed. Well-designed experiments allow you to obtain reliable, valid results faster, easier, and with fewer resources than with poorly-designed experiments. You will learn how to plan, conduct and analyze experiments efficiently in this course.

Syllabus

  • Unit 1: Getting Started and Introduction to Design and Analysis of Experiments
  • Unit 2: Simple Comparative Experiments
  • Unit 3: Experiments with a Single Factor - The Analysis of Variance
  • Unit 4: Randomized Blocks, Latin Squares, and Related Designs
  • Unit 5: Project

Taught by

Douglas C. Montgomery

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