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Data analysis using hierarchical generalized linear models with r, Lee, Youngjo Ronnegard, Lars Noh, Maengseok


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Автор: Lee, Youngjo Ronnegard, Lars Noh, Maengseok
Название:  Data analysis using hierarchical generalized linear models with r
ISBN: 9780367657925
Издательство: Taylor&Francis
Классификация:
ISBN-10: 0367657929
Обложка/Формат: Paperback
Страницы: 322
Вес: 0.51 кг.
Дата издания: 30.09.2020
Язык: English
Размер: 177 x 232 x 36
Читательская аудитория: Tertiary education (us: college)
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Поставляется из: Европейский союз
Описание: Since their introduction, hierarchical generalized linear models (HGLMs) have proven useful in various fields by allowing random effects in regression models. Interest in the topic has grown, and various practical analytical tools have been developed. This book summarizes developments within the field and, using data examples, illustrates how to


Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology, Third Edition

Автор: Lawson Andrew B.
Название: Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology, Third Edition
ISBN: 0367781220 ISBN-13(EAN): 9780367781224
Издательство: Taylor&Francis
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Цена: 7654.00 р.
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Описание: Since the publication of the second edition, many new Bayesian tools and methods have been developed for space-time data analysis, the predictive modeling of health outcomes, and other spatial biostatistical areas. Exploring these new developments, the third edition provides an up-to-date, cohesive account of the full range of Bayesian disease m

Analysis of Generalized Linear Mixed Models in the Agricultural and Natural Resources Sciences

Автор: Edward E. Gbur, Walter W. Stroup, Kevin S. McCarter, Susan Durham, Linda J. Young, Mary Christman, Mark West, Matthew Kramer
Название: Analysis of Generalized Linear Mixed Models in the Agricultural and Natural Resources Sciences
ISBN: 0891181822 ISBN-13(EAN): 9780891181828
Издательство: Wiley
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Цена: 9338.00 р.
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Описание:

Generalized Linear Mixed Models in the Agricultural and Natural Resources Sciences provides readers with an understanding and appreciation for the design and analysis of mixed models for non-normally distributed data. It is the only publication of its kind directed specifically toward the agricultural and natural resources sciences audience. Readers will especially benefit from the numerous worked examples based on actual experimental data and the discussion of pitfalls associated with incorrect analyses.

Generalized Linear and Nonlinear Models for Correlated Data

Название: Generalized Linear and Nonlinear Models for Correlated Data
ISBN: 1599946475 ISBN-13(EAN): 9781599946474
Издательство: Неизвестно
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Цена: 21509.00 р.
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Описание: Edward F. Vonesh's Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS is devoted to the analysis of correlated response data using SAS, with special emphasis on applications that require the use of generalized linear models or generalized nonlinear models. Written in a clear, easy-to-understand manner, it provides applied statisticians with the necessary theory, tools, and understanding to conduct complex analyses of continuous and/or discrete correlated data in a longitudinal or clustered data setting. Using numerous and complex examples, the book emphasizes real-world applications where the underlying model requires a nonlinear rather than linear formulation and compares and contrasts the various estimation techniques for both marginal and mixed-effects models. The SAS procedures MIXED, GENMOD, GLIMMIX, and NLMIXED as well as user-specified macros will be used extensively in these applications. In addition, the book provides detailed software code with most examples so that readers can begin applying the various techniques immediately.

Bayesian Hierarchical Metho

Автор: Congdon P.D.
Название: Bayesian Hierarchical Metho
ISBN: 1498785751 ISBN-13(EAN): 9781498785754
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание: This is the second edition of a book on applied Bayesian modelling using WinBUGS. It has been updated with a new chapter on regression for causal effects, and one on computing options and strategies.

Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height

Автор: Erik Vanem; Elzbieta Maria Bitner-Gregersen; Chris
Название: Bayesian Hierarchical Space-Time Models with Application to Significant Wave Height
ISBN: 3662521970 ISBN-13(EAN): 9783662521977
Издательство: Springer
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Цена: 13275.00 р.
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Описание: This book provides an example of a thorough statistical treatment of ocean wave data in space and time. Furthermore, the book addresses the question of whether climate change has an effect of the ocean wave climate, and if so what that effect might be.

Interaction Effects in Linear and Generalized Linear Models: Examples and Applications Using Stata

Автор: Kaufman Robert L.
Название: Interaction Effects in Linear and Generalized Linear Models: Examples and Applications Using Stata
ISBN: 150636537X ISBN-13(EAN): 9781506365374
Издательство: Sage Publications
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Цена: 18058.00 р.
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Описание: Offering a clear set of workable examples with data and explanations, Interaction Effects in Linear and Generalized Linear Models is a comprehensive and accessible text that provides a unified approach to interpreting interaction effects.

Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS

Автор: Vonesh Edward F.
Название: Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS
ISBN: 1642953261 ISBN-13(EAN): 9781642953268
Издательство: Неизвестно
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Цена: 27947.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Edward Vonesh's Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS is devoted to the analysis of correlated response data using SAS, with special emphasis on applications that require the use of generalized linear models or generalized nonlinear models. Written in a clear, easy-to-understand manner, it provides applied statisticians with the necessary theory, tools, and understanding to conduct complex analyses of continuous and/or discrete correlated data in a longitudinal or clustered data setting. Using numerous and complex examples, the book emphasizes real-world applications where the underlying model requires a nonlinear rather than linear formulation and compares and contrasts the various estimation techniques for both marginal and mixed-effects models. The SAS procedures MIXED, GENMOD, GLIMMIX, and NLMIXED as well as user-specified macros will be used extensively in these applications. In addition, the book provides detailed software code with most examples so that readers can begin applying the various techniques immediately.

Regression Analysis: An Intuitive Guide for Using and Interpreting Linear Models

Автор: Frost Jim
Название: Regression Analysis: An Intuitive Guide for Using and Interpreting Linear Models
ISBN: 1735431184 ISBN-13(EAN): 9781735431185
Издательство: Неизвестно
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Цена: 4780.00 р.
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Описание: Featuring previously unpublished documents and reproducing over fifty photographs from archaeological excavations led by Oleg Grabar at Qasr al-Hayr in Syria, City in the Desert, Revisited recounts the personal experiences and professional endeavours that shaped the growth of the fields of Islamic archaeology, art, and architectural history.

Generalized linear models

Автор: Gill, Jefferson M. Torres Pacheco, Silvia Michelle
Название: Generalized linear models
ISBN: 1506387349 ISBN-13(EAN): 9781506387345
Издательство: Sage Publications
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Цена: 5859.00 р.
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Описание: Explaining the theoretical underpinning of generalized linear models, this text enables researchers to decide how to select the best way to adapt their data for this type of analysis, with examples to illustrate the application of GLM.


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