Experiments With Mixtures
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Experiments With Mixtures
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Author : John A. Cornell
language : en
Publisher: Wiley-Interscience
Release Date : 1843
Experiments With Mixtures written by John A. Cornell and has been published by Wiley-Interscience this book supported file pdf, txt, epub, kindle and other format this book has been release on 1843 with Mathematics categories.
This guide shows how to design and set up mixture experiments, then analyze the data and draw inferences from the results. Virtually every technique that has appeared in the literature of mixtures can be found here and, for each method, computing formulas are provided with completely worked examples. Coverage begins with Scheffe lattice designs, introducing the use of independent variables and ends with the most current methods. Almost all of the numerical examples are taken from real experiments. It should serve as a supplementary text for courses on experimental design and statistical methods as well as a ready reference to important techniques for research workers in such fields as engineering, the physical sciences, agriculture and medicine.
Experiments With Mixtures
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Author : John A. Cornell
language : en
Publisher: John Wiley & Sons
Release Date : 2011-09-20
Experiments With Mixtures written by John A. Cornell and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-20 with Mathematics categories.
The most comprehensive, single-volume guide to conductingexperiments with mixtures "If one is involved, or heavily interested, in experiments onmixtures of ingredients, one must obtain this book. It is, as wasthe first edition, the definitive work." -Short Book Reviews (Publication of the International StatisticalInstitute) "The text contains many examples with worked solutions and with itsextensive coverage of the subject matter will prove invaluable tothose in the industrial and educational sectors whose work involvesthe design and analysis of mixture experiments." -Journal of the Royal Statistical Society "The author has done a great job in presenting the vitalinformation on experiments with mixtures in a lucid and readablestyle. . . . A very informative, interesting, and useful book on animportant statistical topic." -Zentralblatt fur Mathematik und Ihre Grenzgebiete Experiments with Mixtures shows researchers and students how todesign and set up mixture experiments, then analyze the data anddraw inferences from the results. Virtually every technique thathas appeared in the literature of mixtures can be found here, andcomputing formulas for each method are provided with completelyworked examples. Almost all of the numerical examples are takenfrom real experiments. Coverage begins with Scheffe latticedesigns, introducing the use of independent variables, and endswith the most current methods. New material includes: * Multiple response cases * Residuals and least-squares estimates * Categories of components: Mixtures of mixtures * Fixed as well as variable values for the major componentproportions * Leverage and the Hat Matrix * Fitting a slack-variable model * Estimating components of variances in a mixed model using ANOVAtable entries * Clarification of blocking mates and choice of mates * Optimizing several responses simultaneously * Biplots for multiple responses
Experiments With Mixtures
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Author :
language : en
Publisher:
Release Date : 1979
Experiments With Mixtures written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with categories.
A Primer On Experiments With Mixtures
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Author : John A. Cornell
language : en
Publisher: John Wiley & Sons
Release Date : 2011-09-26
A Primer On Experiments With Mixtures written by John A. Cornell and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-26 with Mathematics categories.
The concise yet authoritative presentation of key techniques for basic mixtures experiments Inspired by the author's bestselling advanced book on the topic, A Primer on Experiments with Mixtures provides an introductory presentation of the key principles behind experimenting with mixtures. Outlining useful techniques through an applied approach with examples from real research situations, the book supplies a comprehensive discussion of how to design and set up basic mixture experiments, then analyze the data and draw inferences from results. Drawing from his extensive experience teaching the topic at various levels, the author presents the mixture experiments in an easy-to-follow manner that is void of unnecessary formulas and theory. Succinct presentations explore key methods and techniques for carrying out basic mixture experiments, including: Designs and models for exploring the entire simplex factor space, with coverage of simplex-lattice and simplex-centroid designs, canonical polynomials, the plotting of individual residuals, and axial designs Multiple constraints on the component proportions in the form of lower and/or upper bounds, introducing L-Pseudocomponents, multicomponent constraints, and multiple lattice designs for major and minor component classifications Techniques for analyzing mixture data such as model reduction and screening components, as well as additional topics such as measuring the leverage of certain design points Models containing ratios of the components, Cox's mixture polynomials, and the fitting of a slack variable model A review of least squares and the analysis of variance for fitting data Each chapter concludes with a summary and appendices with details on the technical aspects of the material. Throughout the book, exercise sets with selected answers allow readers to test their comprehension of the material, and References and Recommended Reading sections outline further resources for study of the presented topics. A Primer on Experiments with Mixtures is an excellent book for one-semester courses on mixture designs and can also serve as a supplement for design of experiments courses at the upper-undergraduate and graduate levels. It is also a suitable reference for practitioners and researchers who have an interest in experiments with mixtures and would like to learn more about the related mixture designs and models.
How To Run Mixture Experiments For Product Quality
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Author : John A. Cornell
language : en
Publisher: ASQ Quality Press
Release Date : 1990
How To Run Mixture Experiments For Product Quality written by John A. Cornell and has been published by ASQ Quality Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Business & Economics categories.
This set of helpful analytical tools is written for practitioners who perform and analyze mixture experiments. It is a concise treatment of techniques for designing, modeling, and interpreting data from these experiments.Contents:An Overview The Simplex-Lattice Designs and Associated Polynomial Models Multiple Constraints of the Component Proportions The Analysis of Mixture Data The Inclusion of Process Variables in Mixture Experiments
Formulation Simplified
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Author : Mark J. Anderson
language : en
Publisher: Taylor & Francis
Release Date : 2018-04-17
Formulation Simplified written by Mark J. Anderson and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-04-17 with Business & Economics categories.
Many chemists – especially those most brilliant in their field – fail to appreciate the power of planned experimentation. They dislike the mathematical aspects of statistical analysis. In addition, these otherwise very capable chemists also dismissed predictive models based only on empirical data. Ironically, in the hands of subject matter experts like these elite chemists, the statistical methods of mixture design and analysis provide the means for rapidly converging on optimal compositions. What differentiates Formulation Simplified from the standard statistical texts on mixture design is that the authors make the topic relatively easy and fun to read. They provide a whole new collection of insighful original studies that illustrate the essentials of mixture design and analysis. Solid industrial examples are offered as problems at the end of many chapters for those who are serious about trying new tools on their own. Statistical software to do the computations can be freely accessed via a web site developed in support of this book.
Super Science Concoctions
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Author : Jill Frankel Hauser
language : en
Publisher: Ideals Publications
Release Date : 1997
Super Science Concoctions written by Jill Frankel Hauser and has been published by Ideals Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Juvenile Nonfiction categories.
Over 75 safe, inexpensive science experiments with mixtures that illustrate changes in form and chemical composition.
Optimal Mixture Experiments
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Author : Bikas Kumar Sinha
language : en
Publisher:
Release Date : 2014-06-30
Optimal Mixture Experiments written by Bikas Kumar Sinha and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-06-30 with categories.
Models And Designs For Generalizations Of Mixture Experiments Where The Response Depends On The Total Amount
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Author : Gregory Piepel
language : en
Publisher:
Release Date : 2019-05-31
Models And Designs For Generalizations Of Mixture Experiments Where The Response Depends On The Total Amount written by Gregory Piepel and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-31 with Mathematics categories.
Abstract: Development of statistical experimental designs and models for experiments with mixtures (formulations) when response variables depend on (i) the relative proportions of the mixture components and the total amount of the mixture, (ii) the amounts of mixture components, or (iii) component-wise proportions. Dissertation Discovery Company and University of Florida are dedicated to making scholarly works more discoverable and accessible throughout the world. This dissertation, "Models and Designs for Generalizations of Mixture Experiments Where the Response Depends on the Total Amount" by Gregory Frank Piepel, was obtained from University of Florida and is being sold with permission from the author. A digital copy of this work may also be found in the university's institutional repository, IR@UF. The content of this dissertation has not been altered in any way. We have altered the formatting in order to facilitate the ease of printing and reading of the dissertation.
Incredible Experiments With Chemical Reactions And Mixtures
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Author : Paula Navarro
language : en
Publisher:
Release Date : 2014
Incredible Experiments With Chemical Reactions And Mixtures written by Paula Navarro and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Chemistry categories.
Presents 16 simple experiments that can be performed with common objects found around the house. The book explores concepts like water density, oxidation, and more are explored using simple household materials. Each experiment includes illustrated, step-by-step instructions and a simple scientific explanation of what is happening during the experiment. Full-color illustrations on each page.