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Design of Experiments, Morris


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Автор: Morris
Название:  Design of Experiments
ISBN: 9781138111783
Издательство: Taylor&Francis
Классификация:


ISBN-10: 1138111783
Обложка/Формат: Paperback
Страницы: 376
Вес: 0.70 кг.
Дата издания: 31.05.2017
Серия: Chapman & hall/crc texts in statistical science
Язык: English
Иллюстрации: 13 illustrations, black and white
Размер: 155 x 233 x 30
Читательская аудитория: Undergraduate
Ключевые слова: Probability & statistics, MATHEMATICS / Probability & Statistics / General
Основная тема: Statistical Theory & Methods
Подзаголовок: An Introduction Based on Linear Models
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание:

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 experimental design as a whole within the structure provided by general linear models, rather than as a collection of seemingly unrelated solutions to unique problems.

The core material can be found in the first thirteen chapters. These chapters cover a review of linear statistical models, completely randomized designs, randomized complete blocks designs, Latin squares, analysis of data from orthogonally blocked designs, balanced incomplete block designs, random block effects, split-plot designs, and two-level factorial experiments. The remainder of the text discusses factorial group screening experiments, regression model design, and an introduction to optimal design. To emphasize the practical value of design, most chapters contain a short example of a real-world experiment. Details of the calculations performed using R, along with an overview of the R commands, are provided in an appendix.

This text enables students to fully appreciate the fundamental concepts and techniques of experimental design as well as the real-world value of design. It gives them a profound understanding of how design selection affects the information obtained in an experiment.




The Design and Statistical Analysis of Animal Experiments

Автор: Bate
Название: The Design and Statistical Analysis of Animal Experiments
ISBN: 1107690943 ISBN-13(EAN): 9781107690943
Издательство: Cambridge Academ
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Цена: 8237.00 р.
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Описание: This is the first book to provide life scientists with a practical guide to using experimental design and statistics when running animal experiments. The chapters cover a range of design types and analysis techniques employed by practitioners, using non-mathematical terms and drawing on real-life examples.

Design and Analysis of Experiments in the Health Sciences

Автор: Gerald van Belle,Kathleen F. Kerr
Название: Design and Analysis of Experiments in the Health Sciences
ISBN: 0470127279 ISBN-13(EAN): 9780470127278
Издательство: Wiley
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Цена: 9021.00 р.
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Описание: * The principles and rules presented in this book apply very generally to most areas of research, such as clinical trials, agricultural investigations, industrial procedures, quality control procedures, and epidemiological studies. * Current laboratory work of fundamental interest, i.e.

Design and Analysis of Experiments with R

Автор: Lawson
Название: Design and Analysis of Experiments with R
ISBN: 1439868131 ISBN-13(EAN): 9781439868133
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание:

Design and Analysis of Experiments with R presents a unified treatment of experimental designs and design concepts commonly used in practice. It connects the objectives of research to the type of experimental design required, describes the process of creating the design and collecting the data, shows how to perform the proper analysis of the data, and illustrates the interpretation of results.

Drawing on his many years of working in the pharmaceutical, agricultural, industrial chemicals, and machinery industries, the author teaches students how to:

  • Make an appropriate design choice based on the objectives of a research project
  • Create a design and perform an experiment
  • Interpret the results of computer data analysis

The book emphasizes the connection among the experimental units, the way treatments are randomized to experimental units, and the proper error term for data analysis. R code is used to create and analyze all the example experiments. The code examples from the text are available for download on the author's website, enabling students to duplicate all the designs and data analysis.

Intended for a one-semester or two-quarter course on experimental design, this text covers classical ideas in experimental design as well as the latest research topics. It gives students practical guidance on using R to analyze experimental data.

Design of Experiments in Nonlinear Models

Автор: Pronzato Luc
Название: Design of Experiments in Nonlinear Models
ISBN: 1461463629 ISBN-13(EAN): 9781461463627
Издательство: Springer
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Цена: 18167.00 р.
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Описание: This book thoroughly explores connections between the asymptotic properties of estimators in parametric models and experimental design, focused on the estimation of a nonlinear function of the model parameters, models with heteroscedastic errors and more.

Design and Analysis of Simulation Experiments

Автор: Jack P. C. Kleijnen
Название: Design and Analysis of Simulation Experiments
ISBN: 144194415X ISBN-13(EAN): 9781441944153
Издательство: Springer
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Цена: 14673.00 р.
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Описание: This book will be the standard reference book on the topic for both researchers and sophisticated practitioners, and it will be used as a textbook in courses or seminars focusing on this topic.


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