Modern Experimental Design
About this book
A complete and well-balanced introduction to modern experimental design
Using current research and discussion of the topic along with clear applications, Modern Experimental Design highlights the guiding role of statistical principles in experimental design construction. This text can serve as both an applied introduction as well as a concise review of the essential types of experimental designs and their applications.
Topical coverage includes designs containing one or multiple factors, designs with at least one blocking factor, split-unit designs and their variations as well as supersaturated and Plackett-Burman designs. In addition, the text contains extensive treatment of:
- Conditional effects analysis as a proposed general method of analysis
- Multiresponse optimization
- Space-filling designs, including Latin hypercube and uniform designs
- Restricted regions of operability and debarred observations
- Analysis of Means (ANOM) used to analyze data from various types of designs
- The application of available software, including Design-Expert, JMP, and MINITAB
This text provides thorough coverage of the topic while also introducing the reader to new approaches. Using a large number of references with detailed analyses of datasets, Modern Experimental Design works as a well-rounded learning tool for beginners as well as a valuable resource for practitioners.
Frequently asked questions
- Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
- Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Information
Table of contents
- Cover
- Title Page
- Copyright
- Contents
- Preface
- Chapter 1 Introduction
- Chapter 2 Completely Randomized Design
- Chapter 3 Designs that Incorporate Extraneous (Blocking) Factors
- Chapter 4 Full Factorial Designs with Two Levels
- Chapter 5 Fractional Factorial Designs with Two Levels
- Chapter 6 Designs With More Than Two Levels
- Chapter 7 Nested Designs
- Chapter 8 Robust Designs
- Chapter 9 Split-Unit, Split-Lot, and Related Designs
- Chapter 10 Response Surface Designs
- Chapter 11 Repeated Measures Designs
- Chapter 12 Multiple Responses
- Chapter 13 Miscellaneous Design Topics
- Chapter 14 Tying It All Together
- Answers to Selected Exercises
- Appendix: Statistical Tables
- Author Index
- Subject Index
- EULA
