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Design of Experiments

Statistics for Experimenters

This is the text for our class, "Performing Objective Experiments."  Written by three of the leading experts in the experiment design field, George Box, Stuart Hunter, and William Hunter, Statistics for Experimenters provides an excellent foundation in both DOE and Response Surface Methodology.  One of the book's strengths is its emphasis on practical principles rather than theory and math.  This is a book that every scientist and engineer in industry should read and own.

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Practical Statistics, Simply Explained

Would you like to understand basic statistics? Do most statistics books seem to be written for PhD's? Would you like to learn the basics without having to take a class? If your answers are yes, then you will like the book, "Practical Statistics Simply Explained," by Russell Langley. The book begins by looking at how statistics can be misleading, and how to use them correctly. It then explores the nature of probability -- the foundation for statistics -- with simple explanations of what probability distributions are and how to use them. Next Dr. Langley discusses sampling, averages and standard deviation, design of investigations, and test of significance. Every subject is discussed using simple language. The exercises clarify the text, rather than pushing you beyond what you have learned. This book is excellent for self-study in basic statistics.

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Applied Regression Analysis

If you want to understand the mathematics behind "Performing Objective Experiments," then this is the book for you.  Norman Draper and Harry Smith have thoroughly covered the mathematics of regression analysis.  Regression analysis is the mathematics behind Response Surface Methodology.  After reading this book you will understand what your DOE software is doing for you.

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Response Surface Methodology : Process and Product in Optimization Using Designed Experiments

This is an advanced text in response surface methodology.  If you want to learn more about the math and theory behind the techniques taught in "Performing Objective Experiments," you will want to read this book.   Beware -- the treatment is for statisticians and does contain a lot of math.   However, it would be hard to find a better book on Response Surface Methodology.

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Books that Make Great Gifts

How to Lie with Statistics

This is probably the best introduction to statistics ever written.   It doesn't include any complicated math at all.  It teaches the basics of statistics humorously.  How to Lie with Statistics will arm you with the knowledge you need to recognize lies, damn lies, and statistics.  This inexpensive book should be read by every educated person.

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CHAOS

This is a layman's introduction to the mathematical field of CHAOS.   You will learn about the complexities of weather, how clouds form, how beautiful pictures are made using fractals, and many more fascinating subjects.  You will also gain insight into how mathematical discoveries are made.  This book makes a wonderful gift.

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