Автор: Wu, Lang Название: Mixed Effects Models for Complex Data ISBN: 0367384914 ISBN-13(EAN): 9780367384913 Издательство: Taylor&Francis Рейтинг: Цена: 9798.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Although standard mixed effects models are useful in a range of studies, other approaches must often be used in correlation with them when studying complex or incomplete data. Mixed Effects Models for Complex Data discusses commonly used mixed effects models and presents appropriate approaches to address dropouts, missing data, measurement errors, censoring, and outliers. For each class of mixed effects model, the author reviews the corresponding class of regression model for cross-sectional data.
An overview of general models and methods, along with motivating examples After presenting real data examples and outlining general approaches to the analysis of longitudinal/clustered data and incomplete data, the book introduces linear mixed effects (LME) models, generalized linear mixed models (GLMMs), nonlinear mixed effects (NLME) models, and semiparametric and nonparametric mixed effects models. It also includes general approaches for the analysis of complex data with missing values, measurement errors, censoring, and outliers.
Self-contained coverage of specific topics Subsequent chapters delve more deeply into missing data problems, covariate measurement errors, and censored responses in mixed effects models. Focusing on incomplete data, the book also covers survival and frailty models, joint models of survival and longitudinal data, robust methods for mixed effects models, marginal generalized estimating equation (GEE) models for longitudinal or clustered data, and Bayesian methods for mixed effects models.
Background material In the appendix, the author provides background information, such as likelihood theory, the Gibbs sampler, rejection and importance sampling methods, numerical integration methods, optimization methods, bootstrap, and matrix algebra.
Failure to properly address missing data, measurement errors, and other issues in statistical analyses can lead
Описание: This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models. Furthermore, it includes recently developed methods, such as mixed model diagnostics, mixed model selection, and jackknife method in the context of mixed models.
Автор: Various Название: Disney: Nine Classic Tales (Disney Mixed Property) ISBN: 0736432604 ISBN-13(EAN): 9780736432603 Издательство: Random House (USA) Цена: 1195.00 р. Наличие на складе: Нет в наличии.
Описание: Boys and girls ages 2 to 5 will love this collection of nine classic Disney Little Golden Books featuring everyone's favorite characters from Dumbo, Pinocchio, The Jungle Book, Lady and the Tramp, Bambi, 101 Dalmatians, Alice in Wonderland, The Lion King, and Peter Pan!
Описание: The essential guide for the collector of mechanical wristwatches, with complete information on over 1,400 models from some 130 international brands.
Описание: A newly updated and comprehensive guide to all aspects of visual design From doing a quick sketch to producing a fully rendered model, the ability to create visual representations of designs is a critical skill for every designer. Interior Design Visual Presentation, Fifth Edition offers thorough coverage of interior design communication used throughout the design process, complete with a broad range of real-world examples. This fully updated handbook presents a full range of styles and techniques used for interior design visual communication, from hand drawing to 3D computer modeling. Its accessible, how-to approach guides you through a variety of methods for executing creative and successful design graphics, models, and presentations. Recognizing the ongoing proliferation of digital tools for visual representation, this edition provides the latest information on software used in presentation such as Photoshop, and SketchUp, and covers the integration of Revit, and AutoCAD generated content into design presentations. • Covers all aspects of visual design and presentation for interior designers • Includes color illustrations that feature a wide range of project types including residential, healthcare and public projects, designed to highlight step-by-step instructions • Provides a discussion of incorporation of 3D digital models into presentations including use in virtual reality, and expanded information on scale models including a discussion of 3D printing • Includes a companion website featuring PowerPoint lecture slides, Instructor’s Manual, and short videos on “Sketching Environments by Hand” and “Rendering by Hand” From traditional to cutting-edge techniques, Interior Design Visual Presentation, Fifth Edition gives students and professionals alike the tools to give life to their design vision.
Автор: Dirk Speelman; Kris Heylen; Dirk Geeraerts Название: Mixed-Effects Regression Models in Linguistics ISBN: 3319888501 ISBN-13(EAN): 9783319888507 Издательство: Springer Рейтинг: Цена: 18167.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
When data consist of grouped observations or clusters, and there is a risk that measurements within the same group are not independent, group-specific random effects can be added to a regression model in order to account for such within-group associations. Regression models that contain such group-specific random effects are called mixed-effects regression models, or simply mixed models. Mixed models are a versatile tool that can handle both balanced and unbalanced datasets and that can also be applied when several layers of grouping are present in the data; these layers can either be nested or crossed. In linguistics, as in many other fields, the use of mixed models has gained ground rapidly over the last decade. This methodological evolution enables us to build more sophisticated and arguably more realistic models, but, due to its technical complexity, also introduces new challenges. This volume brings together a number of promising new evolutions in the use of mixed models in linguistics, but also addresses a number of common complications, misunderstandings, and pitfalls. Topics that are covered include the use of huge datasets, dealing with non-linear relations, issues of cross-validation, and issues of model selection and complex random structures. The volume features examples from various subfields in linguistics. The book also provides R code for a wide range of analyses.
Автор: Jiang Jiming, Nguyen Thuan Название: Linear and Generalized Linear Mixed Models and Their Applications ISBN: 1071612840 ISBN-13(EAN): 9781071612842 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models. Furthermore, it includes recently developed methods, such as mixed model diagnostics, mixed model selection, and jackknife method in the context of mixed models.
Автор: Susan Haller; Susan McRoy; Alfred Kobsa Название: Computational Models of Mixed-Initiative Interaction ISBN: 9048151716 ISBN-13(EAN): 9789048151714 Издательство: Springer Рейтинг: Цена: 23058.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Автор: Geert Verbeke; Geert Molenberghs Название: Linear Mixed Models in Practice ISBN: 0387982221 ISBN-13(EAN): 9780387982229 Издательство: Springer Рейтинг: Цена: 16769.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Although most analyses were done with the MIXED procedure of the SAS software package, and many of its features are clearly elucidated, considerable effort was put into presenting the data analyses in a software-independent fashion.
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