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Optimal experimental design, Lopez-fidalgo, Jesus


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Автор: Lopez-fidalgo, Jesus
Название:  Optimal experimental design
ISBN: 9783031359170
Издательство: Springer
Классификация:

ISBN-10: 3031359178
Обложка/Формат: Paperback
Страницы: 216
Вес: 0.38 кг.
Дата издания: 13.09.2023
Серия: Lecture notes in statistics
Издание: 1st ed. 2023
Иллюстрации: 24 illustrations, color; 9 illustrations, black and white; xviii, 216 p. 33 illus., 24 illus. in color.
Размер: 156 x 235 x 18
Подзаголовок: A concise introduction for researchers
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: Preface.- Motivating Introduction.- Linear Models.- Nonlinear Models.- Bayesian Optimal Designs.- Hot Topics.- Real Case Examples.- Appendices.- References.- Index.



Optimal Experimental Design with R

Автор: Rasch, Dieter
Название: Optimal Experimental Design with R
ISBN: 1439816972 ISBN-13(EAN): 9781439816974
Издательство: Taylor&Francis
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Цена: 19906.00 р.
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Optimal Experimental Design for Non-Linear Models

Автор: Christos P. Kitsos
Название: Optimal Experimental Design for Non-Linear Models
ISBN: 3642452868 ISBN-13(EAN): 9783642452864
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book tackles the Optimal Non-Linear Experimental Design problem from an applications perspective.

Optimal experimental design with r

Автор: Rasch, Dieter Pilz, Jurgen Verdooren, L. R. Gebhardt, Albrecht
Название: Optimal experimental design with r
ISBN: 0367382768 ISBN-13(EAN): 9780367382766
Издательство: Taylor&Francis
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Цена: 9798.00 р.
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Описание:

Experimental design is often overlooked in the literature of applied and mathematical statistics: statistics is taught and understood as merely a collection of methods for analyzing data. Consequently, experimenters seldom think about optimal design, including prerequisites such as the necessary sample size needed for a precise answer for an experimental question.





Providing a concise introduction to experimental design theory, Optimal Experimental Design with R:







  • Introduces the philosophy of experimental design
    Provides an easy process for constructing experimental designs and calculating necessary sample size using R programs
    Teaches by example using a custom made R program package: OPDOE






Consisting of detailed, data-rich examples, this book introduces experimenters to the philosophy of experimentation, experimental design, and data collection. It gives researchers and statisticians guidance in the construction of optimum experimental designs using R programs, including sample size calculations, hypothesis testing, and confidence estimation. A final chapter of in-depth theoretical details is included for interested mathematical statisticians.

Experimental Gravitation

Автор: Ricci
Название: Experimental Gravitation
ISBN: 3030955958 ISBN-13(EAN): 9783030955953
Издательство: Springer
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Цена: 11878.00 р.
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Описание: This book features a comprehensive review of experimental gravitation. While the background physics is summarized for less experienced readers, the emphasis is certainly on experimental verifications: the strategy, the apparatuses, the data analysis and the results of many cornerstone experiments are analyzed and discussed in depth.

Experimental Techniques in Plant Disease Epidemiology

Автор: J?rgen Kranz; Joseph Rotem
Название: Experimental Techniques in Plant Disease Epidemiology
ISBN: 3642955363 ISBN-13(EAN): 9783642955365
Издательство: Springer
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Цена: 15672.00 р.
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Описание: Most books on epidemiology have treated the subject from a statistical, mathematical or computer applicational point of view. However, experiments must be performed first to provide the data for models which in turn can then be proven by further experimentation.

MATLAB for Behavioral Scientists, Second Edition

Автор: Rosenbaum
Название: MATLAB for Behavioral Scientists, Second Edition
ISBN: 0415535948 ISBN-13(EAN): 9780415535946
Издательство: Taylor&Francis
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Цена: 8726.00 р.
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Описание: Written specifically for those with no prior programming experience and minimal quantitative training, this accessible text walks behavioral science students and researchers through the process of programming using MATLAB. The book explores examples, terms, and programming needs relevant to those in the behavioral sciences and helps readers perform virtually any computational function in solving their research problems. Principles are illustrated with usable code. Each chapter opens with a list of objectives followed by new commands required to accomplish those goals. These objectives also serve as a reference to help readers easily relocate a section of interest. Sample code and output and chapter problems demonstrate how to write a program and explore a model so readers can see the results obtained using different equations and values. A web site provides solutions to selected problems and the book’s program code output and examples so readers can manipulate them as needed. The outputs on the website have color, motion, and sound. Highlights of the new edition include: •Updated to reflect changes in the most recent version of MATLAB, including special tricks and new functions. •More information on debugging and common errors and more basic problems in the rudiments of MATLAB to help novice users get up and running more quickly. •A new chapter on Psychtoolbox, a suite of programs specifically geared to behavioral science research. •A new chapter on Graphical User Interfaces (GUIs) for user-friendly communication. •Increased emphasis on pre-allocation of memory, recursion, handles, and matrix algebra operators. The book opens with an overview of what is to come and tips on how to write clear programs followed by pointers for interacting with MATLAB, including its commands and how to read error messages. The matrices chapter reviews how to store and access data. Chapter 4 examines how to carry out calculations followed by a review of how to perform various actions depending on the conditions. The chapter on input and output demonstrates how to design programs to create dialogs with users (e.g., participants in studies) and read and write data to and from external files. Chapter 7 reviews the data types available in MATLAB. Readers learn how to write a program as a stand-alone module in Chapter 8. In Chapters 9 and 10 readers learn how to create line and bar graphs or reshape images. Readers learn how to create animations and sounds in Chapter 11. The book concludes with tips on how to use MATLAB with applications such as GUIs and Psychtoolbox. Intended as a primary text for Matlab courses for advanced undergraduate and/or graduate students in experimental and cognitive psychology and/or neuroscience as well as a supplementary text for labs in data (statistical) analysis, research methods, and computational modeling (programming), the book also appeals to individual researchers in these disciplines who wish to get up and running in MATLAB.

Properties of water from numerical and experimental perspectives /

Автор: Fausto Martelli
Название: Properties of water from numerical and experimental perspectives /
ISBN: 0367138026 ISBN-13(EAN): 9780367138028
Издательство: Taylor&Francis
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Цена: 22202.00 р.
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Описание: This book combines state-of-the-art numerical and experimental techniques applied to water to understand its puzzling properties. Covering multiple length- and time- scales, thermodynamics and working conditions, this book reports a compelling collection from leading scientists in the field of water and water systems.

Contemporary Experimental Design, Multivariate Analysis and Data Mining: Festschrift in Honour of Professor Kai-Tai Fang

Автор: Fan Jianqing, Pan Jianxin
Название: Contemporary Experimental Design, Multivariate Analysis and Data Mining: Festschrift in Honour of Professor Kai-Tai Fang
ISBN: 3030461602 ISBN-13(EAN): 9783030461607
Издательство: Springer
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Цена: 18167.00 р.
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Описание: The collection and analysis of data play an important role in many fields of science and technology, such as computational biology, quantitative finance, information engineering, machine learning, neuroscience, medicine, and the social sciences.

Statistical methods in experimental physics (2nd edition)

Название: Statistical methods in experimental physics (2nd edition)
ISBN: 9812705279 ISBN-13(EAN): 9789812705273
Издательство: World Scientific Publishing
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Цена: 5069.00 р.
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Описание: A reference for physicists desiring to master the finer points of statistical data analysis. It contains material, especially in areas concerning the theory and practice of confidence intervals, including the important Feldman-Cousins method. It also presents both frequentist and Bayesian methodologies.

Enclosed Experimental Marine Ecosystems: A Review and Recommendations

Автор: Carol M. Lalli
Название: Enclosed Experimental Marine Ecosystems: A Review and Recommendations
ISBN: 1468464035 ISBN-13(EAN): 9781468464030
Издательство: Springer
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Цена: 13974.00 р.
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Описание: The application of mesocosms, defined in this report as artificial 3 3 experimental enclosures ranging in size from 1 m to 10m , to address various problems in the marine sciences has been a relatively recent development.

Probability and Statistics in Experimental Physics

Автор: Byron P. Roe
Название: Probability and Statistics in Experimental Physics
ISBN: 1441928952 ISBN-13(EAN): 9781441928955
Издательство: Springer
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Цена: 12571.00 р.
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Описание: Second edition includes a new chapter on queuing problems and introduces a new method for dealing with experiments in which only a few events are observed.

Descriptive Theories of Bargaining

Автор: Gerald R. Uhlich
Название: Descriptive Theories of Bargaining
ISBN: 3540524835 ISBN-13(EAN): 9783540524830
Издательство: Springer
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Цена: 15372.00 р.
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Описание: The aim of this book is the presentation of two new descriptive theories for experimental bargaining games and a comparison with other descriptive and normative theories. But unlike natural scientists, economists have not been able to test their theories under controlled conditions.


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