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A practical guide to Response Surface Methodology (RSM)--the process of identifying and fitting an appropriate response surface model from experimental data. Numerous real-world examples help illuminate critical points covered, and chapter-end problems help you to gauge your command of the concepts and procedures described.
Response Surface Methodology: Process and Product Optimization Using Designed Experiments
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A practical guide to Response Surface Methodology (RSM)--the process of identifying and fitting an appropriate response surface model from experimental data. Numerous real-world examples help illuminate critical points covered, and chapter-end problems help you to gauge your command of the concepts and procedures described.
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What Stands Out
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- Practical approach covering two-level factorial and fractional factorial designs, empirical modeling with regression techniques, response surface methodology, mixture experiments and robust design techniques
- Numerous authentic application examples and problems for better understanding
- Illustrates the use of computers in problem-solving
- Coauthored by recognized experts in quality control and the design of experiments
- Provides clear, step-by-step guidance on statistical and empirical modeling techniques
- Real-world examples and chapter-end problems for practical application and assessment
| Publisher | Wiley-Interscience |
| Publication date | August 29, 1995 |
| Edition | 1st |
| Language | English |
| Print length | 728 pages |
| ISBN-10 | 0471581003 |
| ISBN-13 | 978-0471581000 |
| Item Weight | 2.53 pounds (1.15 kg) |
| Dimensions | 6.42 x 1.53 x 9.76 inches (16.3 x 3.9 x 24.8 cm) |
Who Should Buy?
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Researchers in Industry
Ideal for industry researchers needing to optimize processes or products using experimental design techniques.
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Graduate Students
Beneficial for graduate students studying statistics, engineering, or applied sciences focused on design experiments and optimization.
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Quality Control Analysts
Helpful for quality control analysts looking to improve product consistency and performance through systematic experimentation.
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Casual Learners
Not suitable for casual learners seeking introductory content on statistics without advanced experimental design knowledge.
Product Description
Response Surface Methodology: Process and Product Optimization Using Designed Experiments
About This Item
Unlock the full potential of your e-commerce business with the help of Response Surface Methodology: Process and Product Optimization Using Designed Experiments. This 1st edition book, coauthored by industry experts in quality control and design of experiments, provides a practical guide to implementing Response Surface Methodology (RSM) in your e-commerce operations. Whether you're a process development professional, quality engineer, product formulator, or simply someone involved in the design of experiments, this book will equip you with the knowledge and techniques needed to optimize your e-commerce processes and achieve maximum performance. Starting with the basics, the authors lay down the conceptual groundwork for understanding RSM.
They then delve into the application of powerful statistical and empirical modeling techniques that have proven their efficacy in various industries. Through step-by-step guidance and real-world examples, you'll learn how to identify and fit an appropriate response surface model from experimental data, ensuring that your e-commerce processes are efficient and effective. The book covers a wide range of topics, including two-level factorial and fractional factorial designs, empirical modeling using regression techniques, optimization methods, classical and modern response surface designs, robust parameter design methodology, mixture experiments, computer-aided design, and problem-solving techniques. By implementing the concepts and strategies outlined in this book, you'll streamline your e-commerce processes, optimize your product selection, enhance user experience, and maximize your revenue. From improving conversion rates to optimizing the supply chain, this book will help you measure success and achieve your e-commerce goals. Don't miss out on the opportunity to take your e-commerce business to new heights.
Get your hands on Response Surface Methodology: Process and Product Optimization Using Designed Experiments and unlock the full potential of your e-commerce operations.
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Probability & Statistics Editorial Review
Response Surface Methodology: Process and Product Optimization Using Designed Experiments provides an in-depth exploration of RSM, covering extensive topics such as linear regression modeling, factorial design, and robust parameter design. Despite some critiques regarding erroneous ANOVA results and a lack of guidance for software analysis in R or SAS, many readers appreciate its clarity and comprehensive illustrations. The book is favored for its detailed discussion on central composite and mixture design techniques, making it valuable for those with a solid statistical background. The combination of thorough explanations with practical examples aids in the application of RSM principles effectively.
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Pros
- Comprehensive coverage of RSM principles and techniques
- Well-illustrated examples enhance understanding
- Authoritative resource with extensive references
- Suitable for those with a strong statistics background
- Detailed discussions on advanced topics like mixture design
Cons
- May require advanced statistical knowledge for some readers
Product Price History
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AWG 136
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Features & Benefits
- Practical guide to Response Surface Methodology
- Real-world examples to clarify critical points
- Includes problems to test knowledge
- Explains two-level factorial and fractional factorial designs
- Covers robust parameter design methodology
- Essential resource for quality engineering professionals
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