Cautionary Tales in Designed Experiments

Download or read book Cautionary Tales in Designed Experiments written by David S. Salsburg and published by . This book was released on 2020-09-28 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: The beauty of DOE is about learning--from mistakes, from trying new things, and from working with others. Cautionary Tales in Designed Experiments aims to explain statistical design of experiments (DOE), Ronald Fisher's great innovation, to readers with minimal mathematical knowledge and skills. The book starts with historical examples and goes on to cover missteps, mismanaged experiments, learnings, the importance of randomization, and more. In later chapters, the book covers more statistical concepts, such as various designs for experiments, analysis of variance, Bayes' theorem in DOE, measurement, and when experiments fail. The book concludes by citing the ubiquity of statistical design of experiments.