【内容简介】Rewritten and updated, this new edition of Statistics for Experimenters adopts the same approaches as the landmark First Edition by teaching with examples, readily understood graphics, and the appropriate use of computers. Catalyzing innovation, problem solving, and discovery, the Second Edition provides experimenters with the scientific and statistical tools needed to maximize the knowledge gained from research data, illustrating how these tools may best be utilized during all stages of the investigative process. The authors' practical approach starts with a problem that needs to be solved and then examines the appropriate statistical methods of design and analysis.

【目次】1. Catalizing the Generation of Knowledge.
2. Basics: probability, Parameters and Statistics.
3. Comparing Two Entities: Relevant Reference Distributions, Tests and Confidence Intervals.
4. Comparing a Number of Entities: Randomized Blocks and Latin Squares.
5. Factorial Designs at Two Levels: Advantages of Experimental Design.
6. Fraction Factorial Designs: Economy in Experimentation.
7. Other Fractionals, Analysis and Choosing Follow-up Runs.
8. Factorial Designs and Data Transformation.
9. Multiple Sources of Variation: Split Plot Designs, Variance Components and Error Transmission.
10. Least Squares and Why You Need to Design Experiments.
11. Modelling Relationships, Sequential Assembly: Basics for Response Surface Methods.
12. Some Applications of Response Surface Methods.
13. Designing Robust Products: An Introduction.
14. Process Control, Forecasting and Times Series: An Introduction.
15. Evolutionary Process Operation.
Appendices.
Index.