Theory of Optimal Designs

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Publisher : Springer Science & Business Media
ISBN 13 : 1461236622
Total Pages : 179 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Theory of Optimal Designs by : Kirti R. Shah

Download or read book Theory of Optimal Designs written by Kirti R. Shah and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been an enormous growth in recent years in the literature on discrete optimal designs. The optimality problems have been formulated in various models arising in the experimental designs and substantial progress has been made towards solving some of these. The subject has now reached a stage of completeness which calls for a self-contained monograph on this topic. The aim of this monograph is to present the state of the art and to focus on more recent advances in this rapidly developing area. We start with a discussion of statistical optimality criteria in Chapter One. Chapters Two and Three deal with optimal block designs. Row-column designs are dealt with in Chapter Four. In Chapter Five we deal with optimal designs with mixed effects models. Repeated measurement designs are considered in Chapter Six. Chapter Seven deals with some special situations and Weighing designs are dis cussed in Chapter Eight. We have endeavoured to include all the major developments that have taken place in the last three decades. The book should be of use to research workers in several areas including combinatorics as well as to the experimenters in diverse fields of applications. Since the details of the construction of the designs are available in excellent books, we have only pointed out the designs which have optimality proper ties. We believe, this will be adequate for the experimenters.

Block Designs: Analysis, Combinatorics And Applications

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Publisher : World Scientific
ISBN 13 : 9814480231
Total Pages : 224 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Block Designs: Analysis, Combinatorics And Applications by : Damaraju Raghavarao

Download or read book Block Designs: Analysis, Combinatorics And Applications written by Damaraju Raghavarao and published by World Scientific. This book was released on 2005-10-11 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Combinatorial mathematicians and statisticians have made a wide range of contributions to the development of block designs, and this book brings together much of that work. The designs developed for a specific problem are used in a variety of different settings. Applications include controlled sampling, randomized response, validation and valuation studies, intercropping experiments, brand cross-effect designs, lotto and tournaments.The intra- and inter- block, nonparametric and covariance analysis are discussed for general block designs, and the concepts of connectedness, orthogonality, and all types of balances in designs are carefully summarized. Readers are also introduced to the designs currently playing a prominent role in the field: alpha designs, trend-free designs, balanced treatment-control designs, nearest neighbor designs, and nested designs.This book provides the important background results required by researchers in block designs and related areas and prepares them for more complex research on the subject.

Optimal Crossover Designs

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Publisher : World Scientific
ISBN 13 : 9814470848
Total Pages : 238 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Optimal Crossover Designs by : Aloke Dey

Download or read book Optimal Crossover Designs written by Aloke Dey and published by World Scientific. This book was released on 2009-04-29 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph presents a comprehensive and up-to-date account of the developments in optimality aspects of crossover designs. Crossover designs are immensely useful in various areas of human investigation including agriculture, animal nutrition, clinical trials, pharmaceutical studies, biological assays, weather modification experiments, sensory evaluation of food products and learning experiments. Research on the optimality aspects of crossover designs has developed only in the last three decades, and it has now emerged as a potential field for further investigation. This book is the first comprehensive treatise on this subject. It covers optimal crossover designs at length by consolidating vast amounts of material from the literature, and includes many recent and deep results. It is expected that this book will not only provide a one-stop reference for the available results, but also encourage further research in this area of substantial practical relevance.

Journal of Statistical Planning and Inference

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Publisher :
ISBN 13 :
Total Pages : 1216 pages
Book Rating : 4.3/5 (758 download)

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Book Synopsis Journal of Statistical Planning and Inference by : North-Holland Publishing Company

Download or read book Journal of Statistical Planning and Inference written by North-Holland Publishing Company and published by . This book was released on 2003 with total page 1216 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Optimum Design 2000

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Publisher : Springer Science & Business Media
ISBN 13 : 1475734190
Total Pages : 313 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Optimum Design 2000 by : Anthony Atkinson

Download or read book Optimum Design 2000 written by Anthony Atkinson and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimum Design 2000

Block Designs: A Randomization Approach

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Publisher : Springer Science & Business Media
ISBN 13 : 1441992464
Total Pages : 364 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Block Designs: A Randomization Approach by : Tadeusz Calinski

Download or read book Block Designs: A Randomization Approach written by Tadeusz Calinski and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is composed of two volumes, each consisting of five chapters. In Vol ume I, following some statistical motivation based on a randomization model, a general theory of the analysis of experiments in block designs has been de veloped. In the present Volume II, the primary aim is to present methods of that satisfy the statistical requirements described in constructing block designs Volume I, particularly those considered in Chapters 3 and 4, and also to give some catalogues of plans of the designs. Thus, the constructional aspects are of predominant interest in Volume II, with a general consideration given in Chapter 6. The main design investigations are systematized by separating the material into two contents, depending on whether the designs provide unit efficiency fac tors for some contrasts of treatment parameters (Chapter 7) or not (Chapter 8). This distinction in classifying block designs may be essential from a prac tical point of view. In general, classification of block designs, whether proper or not, is based here on efficiency balance (EB) in the sense of the new termi nology proposed in Section 4. 4 (see, in particular, Definition 4. 4. 2). Most of the attention is given to connected proper designs because of their statistical advantages as described in Volume I, particularly in Chapter 3. When all con trasts are of equal importance, either the class of (v - 1; 0; O)-EB designs, i. e.

Optimal Design and Analysis of Experiments

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Publisher :
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.:/5 (44 download)

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Book Synopsis Optimal Design and Analysis of Experiments by : Yadolah Dodge

Download or read book Optimal Design and Analysis of Experiments written by Yadolah Dodge and published by . This book was released on 1988 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: The objective of the book is to present recently developed theories and techniques in optimal design and analysis of experiments, along with related methods such as linear and nonlinear models and quality control. The book will be of use to research workers in most branches of applied science, and could also be used as a reference or textbook in universities. The main mathematical prerequisites are matrix algebra, mathematical statistics and some knowledge of statistical inference and optimization theory.

Experimental Design

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Publisher : Springer Science & Business Media
ISBN 13 : 9789027716842
Total Pages : 218 pages
Book Rating : 4.7/5 (168 download)

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Book Synopsis Experimental Design by : Dieter Rasch

Download or read book Experimental Design written by Dieter Rasch and published by Springer Science & Business Media. This book was released on 1986-03-31 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: A heuristic introduction to experimental design; Optimum statistical experimental design as a branch of mathematical statistics; Definitios of the most important experimental designs; Properties and the construction of block designs; The nummber of nonisomorphic elementary bib in restricted; The analysis of block designs; The choice of optimal experimental designs; Appendix.

Multiple Comparisons, Selection and Applications in Biometry

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Publisher : CRC Press
ISBN 13 : 1000104923
Total Pages : 576 pages
Book Rating : 4.0/5 (1 download)

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Book Synopsis Multiple Comparisons, Selection and Applications in Biometry by : Fred. M. Hoppe

Download or read book Multiple Comparisons, Selection and Applications in Biometry written by Fred. M. Hoppe and published by CRC Press. This book was released on 2021-10-01 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Aims to provide in-depth descriptions of the latest developments in multiple comparison methods and selection procedures, while emphasizing biometry. This text is published in honour of the 70th birthday of Charles W. Dunnett - a pioneer in statistical methodology.

Design and Analysis of Animal Studies in Pharmaceutical Development

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Publisher : CRC Press
ISBN 13 : 9780824701307
Total Pages : 430 pages
Book Rating : 4.7/5 (13 download)

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Book Synopsis Design and Analysis of Animal Studies in Pharmaceutical Development by : Shein-Chung Chow

Download or read book Design and Analysis of Animal Studies in Pharmaceutical Development written by Shein-Chung Chow and published by CRC Press. This book was released on 1998-01-15 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Provides well-integrated, comprehensive coverage of all the major statistical designs and methods used for animal studies in pharmaceutical research and development. Demonstrates the correct way to interpret the results of animal studies in the risk assessment of biopharmaceutical products and clarifies detailed presentations with real-world examples. "

Repeated Measurements and Cross-Over Designs

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Publisher : John Wiley & Sons
ISBN 13 : 111870925X
Total Pages : 272 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Repeated Measurements and Cross-Over Designs by : Damaraju Raghavarao

Download or read book Repeated Measurements and Cross-Over Designs written by Damaraju Raghavarao and published by John Wiley & Sons. This book was released on 2014-04-14 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to state-of-the-art experimental design approaches to better understand and interpret repeated measurement data in cross-over designs. Repeated Measurements and Cross-Over Designs: Features the close tie between the design, analysis, and presentation of results Presents principles and rules that apply very generally to most areas of research, such as clinical trials, agricultural investigations, industrial procedures, quality control procedures, and epidemiological studies Includes many practical examples, such as PK/PD studies in the pharmaceutical industry, k-sample and one sample repeated measurement designs for psychological studies, and residual effects of different treatments in controlling conditions such as asthma, blood pressure, and diabetes. Utilizes SAS(R) software to draw necessary inferences. All SAS output and data sets are available via the book's related website. This book is ideal for a broad audience including statisticians in pre-clinical research, researchers in psychology, sociology, politics, marketing, and engineering.

Optimal Design of Experiments

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Author :
Publisher : SIAM
ISBN 13 : 0898716047
Total Pages : 527 pages
Book Rating : 4.8/5 (987 download)

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Book Synopsis Optimal Design of Experiments by : Friedrich Pukelsheim

Download or read book Optimal Design of Experiments written by Friedrich Pukelsheim and published by SIAM. This book was released on 2006-04-01 with total page 527 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimal Design of Experiments offers a rare blend of linear algebra, convex analysis, and statistics. The optimal design for statistical experiments is first formulated as a concave matrix optimization problem. Using tools from convex analysis, the problem is solved generally for a wide class of optimality criteria such as D-, A-, or E-optimality. The book then offers a complementary approach that calls for the study of the symmetry properties of the design problem, exploiting such notions as matrix majorization and the Kiefer matrix ordering. The results are illustrated with optimal designs for polynomial fit models, Bayes designs, balanced incomplete block designs, exchangeable designs on the cube, rotatable designs on the sphere, and many other examples.

Technical Reports Awareness Circular : TRAC.

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Publisher :
ISBN 13 :
Total Pages : 746 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Technical Reports Awareness Circular : TRAC. by :

Download or read book Technical Reports Awareness Circular : TRAC. written by and published by . This book was released on 1987 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Technical Abstract Bulletin

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Publisher :
ISBN 13 :
Total Pages : 248 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Technical Abstract Bulletin by :

Download or read book Technical Abstract Bulletin written by and published by . This book was released on 1980 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Journal of Statistical Planning and Inference

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Publisher :
ISBN 13 :
Total Pages : 884 pages
Book Rating : 4.3/5 (758 download)

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Book Synopsis Journal of Statistical Planning and Inference by :

Download or read book Journal of Statistical Planning and Inference written by and published by . This book was released on 1993 with total page 884 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Biometrika

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Publisher :
ISBN 13 : 9780198509936
Total Pages : 404 pages
Book Rating : 4.5/5 (99 download)

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Book Synopsis Biometrika by : D. M. Titterington

Download or read book Biometrika written by D. M. Titterington and published by . This book was released on 2001 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: The year 2001 marks the centenary of Biometrika, one of the world's leading academic journals in statistical theory and methodology. In celebration of this, the book brings together two sets of papers from the journal. The first comprises seven specially commissioned articles (authors: D.R. Cox, A.C. Davison, Anthony C. Atkinson and R.A. Bailey, David Oakes, Peter Hall, T.M.F. Smith, and Howell Tong). These articles review the history of the journal and the most important contributions made by appearing in the journal in a number of important areas of statitisical activity, including general theory and methodology, surveys and time sets. In the process the papers describe the general development of statistical science during the twentieth century. The second group of ten papers are a selection of particularly seminal articles form the journal's first hundred years. The book opens with an introduction by the editors Professor D.M. Titterington and Sir David Cox.

Response Surfaces, Mixtures, and Ridge Analyses

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Publisher : John Wiley & Sons
ISBN 13 : 047007275X
Total Pages : 880 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Response Surfaces, Mixtures, and Ridge Analyses by : George E. P. Box

Download or read book Response Surfaces, Mixtures, and Ridge Analyses written by George E. P. Box and published by John Wiley & Sons. This book was released on 2007-01-22 with total page 880 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authority on building empirical models and the fitting of such surfaces to data—completely updated and revised Revising and updating a volume that represents the essential source on building empirical models, George Box and Norman Draper—renowned authorities in this field—continue to set the standard with the Second Edition of Response Surfaces, Mixtures, and Ridge Analyses, providing timely new techniques, new exercises, and expanded material. A comprehensive introduction to building empirical models, this book presents the general philosophy and computational details of a number of important topics, including factorial designs at two levels; fitting first and second-order models; adequacy of estimation and the use of transformation; and occurrence and elucidation of ridge systems. Substantially rewritten, the Second Edition reflects the emergence of ridge analysis of second-order response surfaces as a very practical tool that can be easily applied in a variety of circumstances. This unique, fully developed coverage of ridge analysis—a technique for exploring quadratic response surfaces including surfaces in the space of mixture ingredients and/or subject to linear restrictions—includes MINITAB® routines for performing the calculations for any number of dimensions. Many additional figures are included in the new edition, and new exercises (many based on data from published papers) offer insight into the methods used. The exercises and their solutions provide a variety of supplementary examples of response surface use, forming an extremely important component of the text. Response Surfaces, Mixtures, and Ridge Analyses, Second Edition presents material in a logical and understandable arrangement and includes six new chapters covering an up-to-date presentation of standard ridge analysis (without restrictions); design and analysis of mixtures experiments; ridge analysis methods when there are linear restrictions in the experimental space including the mixtures experiments case, with or without further linear restrictions; and canonical reduction of second-order response surfaces in the foregoing general case. Additional features in the new edition include: New exercises with worked answers added throughout An extensive revision of Chapter 5: Blocking and Fractionating 2k Designs Additional discussion on the projection of two-level designs into lower dimensional spaces This is an ideal reference for researchers as well as a primary text for Response Surface Methodology graduate-level courses and a supplementary text for Design of Experiments courses at the upper-undergraduate and beginning-graduate levels.