Mixed effects models and extensions in ecology with R, Alain F. Zuur; Elena N. Ieno; N. J. Walker; Anatol

Автор: Franzi Korner-Nievergelt
Название: Bayesian Data Analysis in Ecology Using Linear Models with R, BUG
ISBN: 0128013702 ISBN-13(EAN): 9780128013700
Издательство: Elsevier Science
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Цена: 66240.00 T
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Bayesian Data Analysis in Ecology Using Linear Models with 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 Models with 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.

Автор: Piotr Graczyk; Krzysztof Bogdan; Tomasz Byczkowski
Название: Potential Analysis of Stable Processes and its Extensions
ISBN: 3642021409 ISBN-13(EAN): 9783642021404
Издательство: Springer
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Цена: 41920.00 T
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Описание: Deals with the potential theory of stable stochastic processes. This book also deals with related topics, such as the subordinate Brownian motions and Feynman-Kac semigroups generated by certain Schroedinger operators. It focuses on classes of stable and related processes that contain the Brownian motion as a special case.

Автор: Paul D Allison
Название: Fixed Effects Regression Models
ISBN: 0761924973 ISBN-13(EAN): 9780761924975
Издательство: Sage Publications
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Цена: 39060.00 T
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Описание: This book demonstrates how to estimate and interpret fixed-effects models in a variety of different modeling contexts.