Model Oriented Design Of Experiments

Author : Valerii V. Fedorov,Peter Hackl
Publisher : Springer Science & Business Media
Page : 120 pages
File Size : 41,6 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461207030

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Model-Oriented Design of Experiments by Valerii V. Fedorov,Peter Hackl Pdf

Here, the authors explain the basic ideas so as to generate interest in modern problems of experimental design. The topics discussed include designs for inference based on nonlinear models, designs for models with random parameters and stochastic processes, designs for model discrimination and incorrectly specified (contaminated) models, as well as examples of designs in functional spaces. Since the authors avoid technical details, the book assumes only a moderate background in calculus, matrix algebra, and statistics. However, at many places, hints are given as to how readers may enhance and adopt the basic ideas for advanced problems or applications. This allows the book to be used for courses at different levels, as well as serving as a useful reference for graduate students and researchers in statistics and engineering.

Author : Alessandra Giovagnoli,Anthony C. Atkinson,Bernard Torsney,Caterina May
Publisher : Springer Science & Business Media
Page : 239 pages
File Size : 53,6 Mb
Release : 2010-06-10
Category : Mathematics
ISBN : 9783790824100

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mODa 9 – Advances in Model-Oriented Design and Analysis by Alessandra Giovagnoli,Anthony C. Atkinson,Bernard Torsney,Caterina May Pdf

Statisticians and experimentalists will find the latest trends in optimal experimental design research. Some papers are pioneering contributions, leading to new open research problems. It is a colection of peer reviewed papers.

Author : Valerii V Fedorov,Peter Hackl
Publisher : Unknown
Page : 132 pages
File Size : 50,7 Mb
Release : 1997-06-01
Category : Electronic
ISBN : 1461207045

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Model-Oriented Design of Experiments by Valerii V Fedorov,Peter Hackl Pdf

Author : Joachim Kunert,Christine H. Müller,Anthony C. Atkinson
Publisher : Springer
Page : 254 pages
File Size : 50,9 Mb
Release : 2016-06-06
Category : Mathematics
ISBN : 9783319312668

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mODa 11 - Advances in Model-Oriented Design and Analysis by Joachim Kunert,Christine H. Müller,Anthony C. Atkinson Pdf

This volume contains pioneering contributions to both the theory and practice of optimal experimental design. Topics include the optimality of designs in linear and nonlinear models, as well as designs for correlated observations and for sequential experimentation. There is an emphasis on applications to medicine, in particular, to the design of clinical trials. Scientists from Europe, the US, Asia, Australia and Africa contributed to this volume of papers from the 11th Workshop on Model Oriented Design and Analysis.

Author : Jesus Lopez-Fidalgo,Juan Manuel Rodríguez-Díaz,Bernard Torsney
Publisher : Springer Science & Business Media
Page : 241 pages
File Size : 55,8 Mb
Release : 2007-05-14
Category : Mathematics
ISBN : 9783790819526

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mODa 8 - Advances in Model-Oriented Design and Analysis by Jesus Lopez-Fidalgo,Juan Manuel Rodríguez-Díaz,Bernard Torsney Pdf

This volume contains the proceedings of the 8th Workshop on Model-Oriented Design and Analysis. It offers leading and pioneering work on optimal experimental designs, both from a mathematical/statistical point of view and with regard to real applications. Scientists from all over the world have contributed to this volume. Primary topics are designs for nonlinear models and applications to experimental medicine.

Author : Alessandro Di Bucchianico,Henning Läuter,Henry P. Wynn
Publisher : Springer Science & Business Media
Page : 240 pages
File Size : 46,6 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9783790826937

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MODA 7 - Advances in Model-Oriented Design and Analysis by Alessandro Di Bucchianico,Henning Läuter,Henry P. Wynn Pdf

The volume contains the proceedings of the 7th Workshop on Model-Oriented Design and Analysis which has had the purpose of bringing together leading researchers in Eastern and Western Europe for an in-depth discussion of the optimal design of experiments. The papers are representative of the latest developments concerning non-linear models, computational algorithms and important applications, especially to medical statistics.

Author : Dariusz Ucinski,Anthony C. Atkinson,Maciej Patan
Publisher : Springer Science & Business Media
Page : 254 pages
File Size : 49,7 Mb
Release : 2013-03-21
Category : Mathematics
ISBN : 9783319002187

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mODa 10 – Advances in Model-Oriented Design and Analysis by Dariusz Ucinski,Anthony C. Atkinson,Maciej Patan Pdf

This book collects the proceedings of the 10th Workshop on Model-Oriented Design and Analysis (mODa). A model-oriented view on the design of experiments, which is the unifying theme of all mODa meetings, assumes some knowledge of the form of the data-generating process and naturally leads to the so-called optimum experimental design. Its theory and practice have since become important in many scientific and technological fields, ranging from optimal designs for dynamic models in pharmacological research, to designs for industrial experimentation, to designs for simulation experiments in environmental risk management, to name but a few. The methodology has become even more important in recent years because of the increased speed of scientific developments, the complexity of the systems currently under investigation and the mounting pressure on businesses, industries and scientific researchers to reduce product and process development times. This increased competition requires ever increasing efficiency in experimentation, thus necessitating new statistical designs. This book presents a rich collection of carefully selected contributions ranging from statistical methodology to emerging applications. It primarily aims to provide an overview of recent advances and challenges in the field, especially in the context of new formulations, methods and state-of-the-art algorithms. The topics included in this volume will be of interest to all scientists and engineers and statisticians who conduct experiments.

Author : Anthony C. Atkinson,Peter Hackl,Werner G. Müller
Publisher : Springer Science & Business Media
Page : 288 pages
File Size : 45,5 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9783642575761

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MODA 6 - Advances in Model-Oriented Design and Analysis by Anthony C. Atkinson,Peter Hackl,Werner G. Müller Pdf

This book includes many of the papers presented at the 6th International workshop on Model Oriented Data Analysis held in June 2001. This series began in March 1987 with a meeting on the Wartburg near Eisenach (at that time in the GDR). The next four meetings were in 1990 (St Kyrik monastery, Bulgaria), 1992 (Petrodvorets, St Petersburg, Russia), 1995 (Spetses, Greece) and 1998 (Marseilles, France). Initially the main purpose of these workshops was to bring together leading scientists from 'Eastern' and 'Western' Europe for the exchange of ideas in theoretical and applied statistics, with special emphasis on experimental design. Now that the sep aration between East and West is much less rigid, this exchange has, in principle, become much easier. However, it is still important to provide opportunities for this interaction. MODA meetings are celebrated for their friendly atmosphere. Indeed, dis cussions between young and senior scientists at these meetings have resulted in several fruitful long-term collaborations. This intellectually stimulating atmosphere is achieved by limiting the number of participants to around eighty, by the choice of a location in which communal living is encour aged and, of course, through the careful scientific direction provided by the Programme Committee. It is a tradition of these meetings to provide low cost accommodation, low fees and financial support for the travel of young and Eastern participants. This is only possible through the help of sponsors and outside financial support was again important for the success of the meeting.

Author : Anthony C. Atkinson,Luc Pronzato,Henry P. Wynn
Publisher : Springer Science & Business Media
Page : 297 pages
File Size : 55,8 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9783642589881

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MODA 5 - Advances in Model-Oriented Data Analysis and Experimental Design by Anthony C. Atkinson,Luc Pronzato,Henry P. Wynn Pdf

This volume contains the majority of the papers presented at the 5th Inter national Workshop on Model-Oriented Data Analysis held in June 1998. This series started in March 1987 with a meeting on the Wartburg, Eisenach (Germany). The next three meetings were in 1990 (St Kyrik monastery, Bulgaria), 1992 (Petrodvorets, StPetersburg, Russia) and 1995 (Spetses, Greece). The main purpose of these workshops was to bring together lead ing scientists from 'Eastern' and 'Western' Europe for the exchange of ideas in theoretical and applied statistics, with special emphasis on experimen tal design. Now that the separation between East and West has become less rigid, this dialogue has, in principle, become much easier. However, providing opportunities for this dialogue is as vital as ever. MODA meetings are known for their friendly atmosphere, leading to fruitful discussions and collaboration, especially between young and senior scien tists. Indeed, many long term collaborations were initiated during these events. This intellectually stimulating atmosphere is achieved by limiting the number of participants to around eighty, by the choice of location so that participants can live as a community, and, of course, through the care ful selection of scientific direction made by the Programme Committee.

Author : Douglas C. Montgomery
Publisher : Wiley
Page : 0 pages
File Size : 45,7 Mb
Release : 2005
Category : Experimental design
ISBN : 0471661597

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Design and Analysis of Experiments by Douglas C. Montgomery Pdf

This bestselling professional reference has helped over 100,000 engineers and scientists with the success of their experiments. The new edition includes more software examples taken from the three most dominant programs in the field: Minitab, JMP, and SAS. Additional material has also been added in several chapters, including new developments in robust design and factorial designs. New examples and exercises are also presented to illustrate the use of designed experiments in service and transactional organizations. Engineers will be able to apply this information to improve the quality and efficiency of working systems.

Author : Max Morris
Publisher : CRC Press
Page : 376 pages
File Size : 44,6 Mb
Release : 2010-07-27
Category : Mathematics
ISBN : 9781439894903

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Design of Experiments by Max Morris Pdf

Offering deep insight into the connections between design choice and the resulting statistical analysis, Design of Experiments: An Introduction Based on Linear Models explores how experiments are designed using the language of linear statistical models. The book presents an organized framework for understanding the statistical aspects of experiment

Author : Christos P. Kitsos
Publisher : Springer Science & Business Media
Page : 104 pages
File Size : 41,5 Mb
Release : 2014-01-09
Category : Mathematics
ISBN : 9783642452871

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Optimal Experimental Design for Non-Linear Models by Christos P. Kitsos Pdf

This book tackles the Optimal Non-Linear Experimental Design problem from an applications perspective. At the same time it offers extensive mathematical background material that avoids technicalities, making it accessible to non-mathematicians: Biologists, Medical Statisticians, Sociologists, Engineers, Chemists and Physicists will find new approaches to conducting their experiments. The book is recommended for Graduate Students and Researchers.

Author : Friedrich Pukelsheim
Publisher : SIAM
Page : 527 pages
File Size : 40,9 Mb
Release : 2006-04-01
Category : Mathematics
ISBN : 9780898716047

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Optimal Design of Experiments by Friedrich Pukelsheim Pdf

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.

Author : Jesús López-Fidalgo
Publisher : Springer Nature
Page : 228 pages
File Size : 54,9 Mb
Release : 2023-10-14
Category : Mathematics
ISBN : 9783031359187

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Optimal Experimental Design by Jesús López-Fidalgo Pdf

This textbook provides a concise introduction to optimal experimental design and efficiently prepares the reader for research in the area. It presents the common concepts and techniques for linear and nonlinear models as well as Bayesian optimal designs. The last two chapters are devoted to particular themes of interest, including recent developments and hot topics in optimal experimental design, and real-world applications. Numerous examples and exercises are included, some of them with solutions or hints, as well as references to the existing software for computing designs. The book is primarily intended for graduate students and young researchers in statistics and applied mathematics who are new to the field of optimal experimental design. Given the applications and the way concepts and results are introduced, parts of the text will also appeal to engineers and other applied researchers.

Author : Alessandro Di Bucchianico,Henning Läuter,Henry P. Wynn
Publisher : Springer Science & Business Media
Page : 66 pages
File Size : 48,9 Mb
Release : 2004-05-18
Category : Business & Economics
ISBN : 3790802131

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MODA 7 - Advances in Model-Oriented Design and Analysis by Alessandro Di Bucchianico,Henning Läuter,Henry P. Wynn Pdf

The volume contains the proceedings of the 7th Workshop on Model-Oriented Design and Analysis which has had the purpose of bringing together leading researchers in Eastern and Western Europe for an in-depth discussion of the optimal design of experiments. The papers are representative of the latest developments concerning non-linear models, computational algorithms and important applications, especially to medical statistics.