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An introduction to design of experiments : a simplified approach

جلد کتاب An introduction to design of experiments : a simplified approach

معرفی کتاب «An introduction to design of experiments : a simplified approach» نوشتهٔ Alan Watts، edited by Mark Watts و Larry B. Barrentine، منتشرشده توسط نشر ASQ Quality Press در سال 1999. این کتاب در فرمت pdf، زبان انگلیسی ارائه شده است.

Are you aware of how design of experiments can positively effect your work? Have you been avoiding DOE due to its mathematical structure? Now there is a tool that explains the basics of DOE with little mathematical know-how while maintaining statistical correctness. By minimizing DOE's mathematics in favor of a logical, structured approach, the author demonstrates that nearly anyone can adapt DOE to their needs. You'll find yourself working through the book in a step-by-step manner allowing you to immediately apply what you've learned to your own situation. Each procedure is illustrated by an example. Case studies and exercises guide you through the book to help you evaluate your understanding before moving ahead to another section. A glossary of common DOE terms is also included making this one of the most thorough, basic, introductions to this useful tool This book is intended for people who have either been intimidated in their attempts to learn about Design of Experiments (DOE) or who have not appreciated the potential of that family of tools in their process improvement efforts. This introduction to DOE showcases the power and utility of this statistical tool while teaching the audience how to plan and analyze an experiment. It is also an attempt to dispel the conception that DOE is reserved only for those with advanced mathematics training. It will be demonstrated that DOE is primarily a logic tool that can be easily grasped and applied, requiring only basic math skills. The book's intent is to introduce the basics and persuade the reader of the power of this tool. The material covered will still be sufficient to support a high proportion of the experiments one may wish to perform. Contents:Introduction, Experiments with Two Factors, The Analytical Procedures, The Eight Steps for Analysis of Effects, Review of the Experimental Procedures, The Spreadsheet Approach, Experiments with Three Factors, Variation Analysis, Analysis with Unreplicated Experiments, Screening Design, Other Types of Design, Problems and Questions, Review of the Basics in Managing DOE, What Inhibits Applications of DOE?
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