• New Age Process Optimization: A Statistical Approach New Age Process Optimization: A Statistical Approach

New Age Process Optimization: A Statistical Approach

Product Code : 9788184894073

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New Age Process Optimization: A Statistical Approach


Part I: Preliminaries

  1. An Overview of Empirical Process Optimization

Part II: Elements of Response Surface Methods

  1. Optimization of First Order Models

  2. Experimental Designs for First Order Models

  3. Analysis and Optimization of Second Order Models

  4. Experimental Designs for Second Order Models

Part III: Statistical Inference in Process Optimization

  1. Statistical Inference in First Order RSM Optimization

  2. Statistical Inference in Second Order RSM Optimization

  3. BIAS Vs. Variance

Part IV: Robust Parameter Design and Robust Optimization

  1. Robust Parameter Design

  2. Robust Optimization

Part V: Bayesian Approaches in Process Optimization

  1. Introduction to Bayesian Inference

  2. Bayesian Methods for Process Optimization

Part VI: Introduction to Optimization of Simulation and Computer Models

  1. Simulation Optimization

  2. Kriging and Computer Experiments

Part VII: Appendices

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Brand / Publisher New Age International
Return Policy 30 Days
Book Type Text Books
Edition 2016
ISBN 9788184894073
Author Enrique del Castillo
Language English
Subject Statistics
Pages 482
Binding Paperback


Brand Information

New Age Established in 1966, New Age International Publishers is the market leader in educational books and is now ranked among leading publishing houses bringing out professional and college level textbooks in Commerce & Management, Science & Technology and Medical Sciences. Our current list includes 1500+ titles mainly in STM, which has earned the trust of educators and students alike. Because of our commitment to accuracy, integrity, authenticity and excellence, our books spanning the post secondary learning spectrum from college to career making professional level have transformed NEW AGE into a brand name.

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