Автор: Herzog, Michael H. Francis, Gregory Clarke, Aaron Название: Understanding statistics and experimental design ISBN: 3030034984 ISBN-13(EAN): 9783030034986 Издательство: Springer Рейтинг: Цена: 6097.00 р. Наличие на складе: Нет в наличии.
Описание: This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate.
Автор: Fang Kai-Tai, Liu Min-Qian, Qin Hong Название: Theory and Application of Uniform Experimental Designs ISBN: 9811320403 ISBN-13(EAN): 9789811320408 Издательство: Springer Рейтинг: Цена: 9146.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book provides necessary knowledge for readers interested in developing the theory of uniform experimental design. It discusses measures of uniformity, various construction methods of uniform designs, modeling techniques, design and modeling for experiments with mixtures, and the usefulness of the uniformity in block, factorial and supersaturated designs.Experimental design is an important branch of statistics with a long history, and is extremely useful in multi-factor experiments. Involving rich methodologies and various designs, it has played a key role in industry, technology, sciences and various other fields. A design that chooses experimental points uniformly scattered on the domain is known as uniform experimental design, and uniform experimental design can be regarded as a fractional factorial design with model uncertainty, a space-filling design for computer experiments, a robust design against the model specification, and a supersaturated design and can be applied to experiments with mixtures.
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 Рейтинг: Цена: 10411.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
Автор: Lopez-fidalgo, Jesus Название: Optimal experimental design ISBN: 3031359178 ISBN-13(EAN): 9783031359170 Издательство: Springer Рейтинг: Цена: 10366.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
Автор: Christos P. Kitsos Название: Optimal Experimental Design for Non-Linear Models ISBN: 3642452868 ISBN-13(EAN): 9783642452864 Издательство: Springer Рейтинг: Цена: 6097.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book tackles the Optimal Non-Linear Experimental Design problem from an applications perspective.
Автор: Mark J. van der Laan; Sherri Rose Название: Targeted Learning ISBN: 1461429110 ISBN-13(EAN): 9781461429111 Издательство: Springer Рейтинг: Цена: 17074.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: As the size of data sets grows ever larger, the need for valid statistical tools is greater than ever. This book introduces super learning and the targeted maximum likelihood estimator, and discusses complex data structures and related applied topics.
Описание: Although books covering experimental design are often written for academic courses taken by statistics majors, most experiments performed in industry and academic research are designed and analyzed by non-statisticians. Therefore, a need exists for a desk reference that will be useful to practitioners who use experimental designs in their work.
Автор: J.D. Jobson Название: Applied Multivariate Data Analysis ISBN: 1461269601 ISBN-13(EAN): 9781461269601 Издательство: Springer Рейтинг: Цена: 6097.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: An easy to read survey of data analysis, linear regression models and analysis of variance. The extensive development of the linear model includes the use of the linear model approach to analysis of variance provides a strong link to statistical software packages, and is complemented by a thorough overview of theory.
Автор: Byron P. Roe Название: Probability and Statistics in Experimental Physics ISBN: 1441928952 ISBN-13(EAN): 9781441928955 Издательство: Springer Рейтинг: Цена: 10971.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
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.
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.
Автор: Jiju Antony; Mike Kaye Название: Experimental Quality ISBN: 1461374154 ISBN-13(EAN): 9781461374152 Издательство: Springer Рейтинг: Цена: 18294.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Improving the quality of products and manufacturing processes at low cost is an economic and technological challenge to industrial engineers and managers alike.
Автор: Robert G. Easterling Название: Fundamentals of Statistical Experimental Design and Analysis ISBN: 1118954637 ISBN-13(EAN): 9781118954638 Издательство: Wiley Рейтинг: Цена: 9654.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Professionals in all areas business; government; the physical, life, and social sciences; engineering; medicine, etc. benefit from using statistical experimental design to better understand their worlds and then use that understanding to improve the products, processes, and programs they are responsible for.
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