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Lecture Notes in Statistics Ser.: Optimal Mixture Experiments by N. K. Mandal, B. K. Sinha, Manisha Pal and P. Das (2014, Trade Paperback)

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The book dwells mainly on the optimality aspects of mixture designs. As mixture models are a special case of regression models, a general discussion on regression designs has been presented, which includes topics like continuous designs, de la Garza phenomenon, Loewner order domination, Equivalence theorems for different optimality criteria and standard optimality results for single variable polynomial regression and multivariate linear and quadratic regression models. This is followed by a review of the available literature on estimation of parameters in mixture models. Based on recent research findings, the volume also introduces optimal mixture designs for estimation of optimum mixing proportions in different mixture models, which include Scheff 's quadratic model, Darroch-Waller model, log- contrast model, mixture-amount models, random coefficient models and multi-response model. Robust mixture designs and mixture designs in blocks have been also reviewed. Moreover, some applications of mixture designs in areas like agriculture, pharmaceutics and food and beverages have been presented. Familiarity with the basic concepts of design and analysis of experiments, along with the concept of optimality criteria are desirable prerequisites for a clear understanding of the book. It is likely to be helpful to both theoreticians and practitioners working in the area of mixture experiments.

Product Identifiers

Publisher
Springer (India) Private The Limited
ISBN-10
8132217853
ISBN-13
9788132217855
eBay Product ID (ePID)
176340571

Product Key Features

Author
N. K. Mandal, B. K. Sinha, Manisha Pal, P. Das
Publication Name
Optimal Mixture Experiments
Format
Trade Paperback
Language
English
Series
Lecture Notes in Statistics Ser.
Publication Year
2014
Type
Textbook
Number of Pages
Xix, 209 Pages

Dimensions

Item Length
9.3in
Item Width
6.1in
Item Weight
126.2 Oz

Additional Product Features

Series Volume Number
1028
Number of Volumes
1 Vol.
Lc Classification Number
Qa276-280
Reviews
"The aim of this book is to present different aspects regarding the optimality for mixture designs. ... At the end we find an up-to-date bibliography, an author index and a subject index. The book is very useful for both theoreticians and applied statisticians working especially in the field of mixture experiments using different mixture models." (T. Postelnicu, zbMATH 1308.62007, 2015)
Table of Content
Chapter 1. Mixture Models and Mixture Designs: Scope of the Monograph.- Chapter 2. Optimal Regression Designs.- Chapter 3. Parameter Estimation in Linear and Quadratic Mixture Models.- Chapter 4. Optimal Mixture Designs for Estimation of Natural Parameters in Scheffé's Model.- Chapter 5. Optimal Mixture Designs for Estimation of Natural Parameters in Scheffé's Model under Constrained Factor Space.- Chapter 6. Optimal Mixture Designs for Estimation of Natural Parameters in Other Mixture Models.- Chapter 7. Optimal Designs for Estimation of Optimum Mixture in Scheffé's Quadratic Model.- Chapter 8. More on Estimation of Optimum Mixture in Scheffé's Quadratic Model.- Chapter 9. Optimal Designs for Estimation of Optimum Mixture in Scheffé's Quadratic Model under Constrained Factor Space.- Chapter 10. Optimal Designs for Estimation of Optimum Mixture under Darroch-Waller and Log-Contrast Models.- Chapter 11. Applications of Mixture Experiments.- Chapter 12. Miscellaneous Topics: Robust mixtures, random regression coefficients, multiresponse experiments, mixture-amount models, blocking in mixture designs.
Copyright Date
2014
Topic
Probability & Statistics / General, Statistics, Optimization, Research & Methodology
Dewey Decimal
519.57
Intended Audience
Scholarly & Professional
Dewey Edition
23
Illustrated
Yes
Genre
Business & Economics, Science, Mathematics

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item 1 Optimal Mixture Experiments (Lecture Notes in Statistics, 1028)
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item 2 Optimal Mixture Experiments by N.K. Mandal (English) Paperback Book
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Picture 1 of 4

Lecture Notes in Statistics Ser.: Optimal Mixture Experiments by N. K. Mandal, B. K. Sinha, Manisha Pal and P. Das (2014, Trade Paperback)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

All listings for this product

item 1 Optimal Mixture Experiments (Lecture Notes in Statistics, 1028)

item 2 Optimal Mixture Experiments by N.K. Mandal (English) Paperback Book

item 3 Optimal Mixture Experiments (Lecture Notes in Statistics), Sinha, Mandal, Pal-,

Best Selling in Textbooks

Desk Reference to the Diagnostic Criteria from DSM-5-TR by American Psychiatric Association (2022, Trade Paperback)

PMBOK® Guide Ser.: Guide to the Project Management Body of Knowledge (PMBOK Guide) and the Standard for Project Management by Project Management Institute (2021, Trade Paperback)

Cognitive Behavior Therapy : Basics and Beyond by Judith S. Beck (2020, Hardcover)

NFPA 70® Handbook with Tabs : 2023 Edition by National Fire Protection Association (NFPA) (2022, Hardcover)

Self Heal by Design : The Role of Micro-organisms for Health by Barbara O'Neill (2018, Trade Paperback)

Applications of Motivational Interviewing Ser.: Motivational Interviewing : Helping People Change and Grow by Stephen Rollnick and William R. Miller (2023, Hardcover)

Designing Data-Intensive Applications : The Big Ideas Behind Reliable, Scalable, and Maintainable Systems by Martin Kleppmann (2017, Trade Paperback)

Save on Textbooks

Desk Reference to the Diagnostic Criteria from DSM-5-TR

PMBOK A Guide to the Project Management Body of Knowledge 7th edition (Pb) 📋

Diagnostic and Statistical Manual of Mental Disorders DSM-5-TR Brand new

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The Pocket Guide to the DSM-5-TR Diagnostic Exam by Abraham M. Nussbaum...

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