Data analysis using hierarchical generalized linear models with r, Lee, Youngjo Ronnegard, Lars Noh, Maengseok
Автор: Congdon P.D. Название: Bayesian Hierarchical Metho ISBN: 1498785751 ISBN-13(EAN): 9781498785754 Издательство: Taylor&Francis Рейтинг: Цена: 117390.00 T Наличие на складе: Нет в наличии. 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.
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 Рейтинг: Цена: 88500.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Lawson Andrew B. Название: Bayesian Disease Mapping: Hierarchical Modeling in Spatial Epidemiology, Third Edition ISBN: 0367781220 ISBN-13(EAN): 9780367781224 Издательство: Taylor&Francis Рейтинг: Цена: 51030.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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
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 Рейтинг: Цена: 120390.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
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 Рейтинг: Цена: 186310.00 T 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.
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 Рейтинг: Цена: 62250.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Bayesian Data Analysis in Ecology Using Linear Modelswith R, BUGS, and STAN examines the Bayesian and frequentist methods of conducting data analyses. The book provides the theoretical background in an easy-to-understand approach, encouraging readers to examine the processes that generated their data. Including discussions of model selection, model checking, and multi-model inference, the book also uses effect plots that allow a natural interpretation of data. Bayesian Data Analysis in Ecology Using Linear Modelswith R, BUGS, and STAN introduces Bayesian software, using R for the simple modes, and flexible Bayesian software (BUGS and Stan) for the more complicated ones. Guiding the ready from easy toward more complex (real) data analyses ina step-by-step manner, the book presents problems and solutions--including all R codes--that are most often applicable to other data and questions, making it an invaluable resource for analyzing a variety of data types.
Название: Generalized Linear and Nonlinear Models for Correlated Data ISBN: 1599946475 ISBN-13(EAN): 9781599946474 Издательство: Неизвестно Рейтинг: Цена: 143390.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Frost Jim Название: Regression Analysis: An Intuitive Guide for Using and Interpreting Linear Models ISBN: 1735431184 ISBN-13(EAN): 9781735431185 Издательство: Неизвестно Рейтинг: Цена: 31870.00 T Наличие на складе: Есть у поставщика Поставка под заказ. 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.
Автор: Gill, Jefferson M. Torres Pacheco, Silvia Michelle Название: Generalized linear models ISBN: 1506387349 ISBN-13(EAN): 9781506387345 Издательство: Sage Publications Рейтинг: Цена: 39060.00 T Наличие на складе: Поставка под заказ. 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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