Multilevel Selection: Theoretical Foundations, Historical Examples, and Empirical Evidence, Hertler Steven C., Figueredo Aurelio Josй, Peсaherrera-Aguirre Mateo

Автор: Grimm Kevin J., Ram Nilam, Estabrook Ryne
Название: Growth Modeling: Structural Equation and Multilevel Modeling Approaches
ISBN: 1462526063 ISBN-13(EAN): 9781462526062
Издательство: Taylor&Francis
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Цена: 75530.00 T
Наличие на складе: Невозможна поставка.
Описание: Growth models are among the core methods for analyzing how and when people change. Discussing both structural equation and multilevel modeling approaches, this book leads readers step by step through applying each model to longitudinal data to answer particular research questions. It demonstrates cutting-edge ways to describe linear and nonlinear change patterns, examine within-person and between-person differences in change, study change in latent variables, identify leading and lagging indicators of change, evaluate co-occurring patterns of change across multiple variables, and more. User-friendly features include real data examples, code (for Mplus or NLMIXED in SAS, and OpenMx or nlme in R), discussion of the output, and interpretation of each model`s results. Pedagogical Features: *Real, worked-through longitudinal data examples serving as illustrations in each chapter. *Script boxes that provide code for fitting the models to example data and facilitate application to the reader`s own data. *"Important Considerations" sections offering caveats, warnings, and recommendations for the use of specific models. *Companion website supplying datasets and syntax for the book`s examples, along with additional code in SAS/R for linear mixed-effects modeling.

Автор: Hertler Steven C., Figueredo Aurelio Josй, Peсaherrera-Aguirre Mateo
Название: Multilevel Selection: Theoretical Foundations, Historical Examples, and Empirical Evidence
ISBN: 3030495191 ISBN-13(EAN): 9783030495190
Издательство: Springer
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Цена: 111790.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book embeds a novel evolutionary analysis of human group selection within a comprehensive overview of multilevel selection theory, a theory wherein evolution proceeds at the level of individual organisms and collectives, such as human families, tribes, states, and empires.

Автор: Little Todd D., Schnabel Kai U., Baumert Jrgen
Название: Modeling Longitudinal and Multilevel Data: Practical Issues, Applied Approaches, and Specific Examples
ISBN: 113801253X ISBN-13(EAN): 9781138012530
Издательство: Taylor&Francis
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Цена: 57150.00 T
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Описание: Experts on handling longitudinal & multiple-group data contribute various, practical, analytic approaches including SEM,LTA,GLM, and multi-level techniques.Includes helpful tips, applications and examples. Grad students & researchers in social & behavior

Автор: Ann S. Masten
Название: Multilevel Dynamics in Developmental Psychopathology: Pathways to the Future: The Minnesota Symposia on Child Psychology, Volume 34
ISBN: 0415655668 ISBN-13(EAN): 9780415655668
Издательство: Taylor&Francis
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Цена: 57150.00 T
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Описание: This latest volume in The Minnesota Symposia on Child Psychology Series highlights recent research across multiple levels of analysis to understand processes that shape development toward and away from behavioral problems and disorders over the life course, including the pathways to mental health. The book examines how dramatic advances in technologies for research on gene-environment interaction, brain function, and the interactions of individuals in larger systems, have changed the study of human behavior and development, and in so doing, transformed both theory and practice in developmental psychopathology. In particular, the book reviews how research on the human genome, geneenvironment interactions, brain imaging, stress, and social networks have changed our understanding of problems and resilience in development. Featuring contributions from leading researchers in developmental psychopathology, this volume presents integrative thinking and research across several levels of analysis and disciplines. The first three chapters highlight the interactions of biology and context in development, reviewing the latest work on genes-environment interplay in development, and how disorders arise from interactions of biological susceptibilities and exposure to pathogenic contexts. The next three chapters focus on social dynamics of children in families and peer groups, and how these social interactions shape and regulate behavior. Resilience processes are discussed, as well as the implications of research on peer dynamics for prevention, school policies, and treatment. Longitudinal research on depression is examined in relation to the interplay of vulnerability, context, stress, and cognition in development. The book concludes with an illustration of the challenges and benefits of encompassing multiple levels of analysis in a single research program. Ideal for researchers and advanced students in developmental, clinical, and educational psychology, Multilevel Dynamics in Developmental Psychopathology provides a tantalizing preview of the future of this multidisciplinary science and its applications. This book illuminates the roads leading to more cohesive research on positive as well as pathological development, across levels of analysis and disciplines, and its potential for prevention and treatment.

Автор: Finch W. Holmes, Bolin Jocelyn E., Kelley Ken
Название: Multilevel Modeling Using R
ISBN: 1138480673 ISBN-13(EAN): 9781138480674
Издательство: Taylor&Francis
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Цена: 60220.00 T
Наличие на складе: Невозможна поставка.
Описание: This book focuses on presenting the theory and practice of major multilevel modelling techniques in a variety of contexts, using R as the software tool, and demonstrating the various functions available for these analyses in R.

Автор: Ronald H Heck, Scott Thomas, Lynn Tabata
Название: Multilevel Modeling of Categorical Outcomes Using IBM SPSS
ISBN: 1848729553 ISBN-13(EAN): 9781848729551
Издательство: Taylor&Francis
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Цена: 148010.00 T
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Описание: This is the first workbook that introduces the multilevel approach to modeling with categorical outcomes using IBM SPSS Version 20. Readers learn how to develop, estimate, and interpret multilevel models with categorical outcomes. The authors walk readers through data management, diagnostic tools, model conceptualization, and model specification issues related to single-level and multilevel models with categorical outcomes. Screen shots clearly demonstrate techniques and navigation of the program. Modeling syntax is provided in the appendix. Examples of various types of categorical outcomes demonstrate how to set up each model and interpret the output. Extended examples illustrate the logic of model development, interpretation of output, the context of the research questions, and the steps around which the analyses are structured. Readers can replicate examples in each chapter by using the corresponding data and syntax files available at www.psypress.com/9781848729568. The book opens with a review of multilevel with categorical outcomes, followed by a chapter on IBM SPSS data management techniques to facilitate working with multilevel and longitudinal data sets. Chapters 3 and 4 detail the basics of the single-level and multilevel generalized linear model for various types of categorical outcomes. These chapters review underlying concepts to assist with trouble-shooting common programming and modeling problems. Next population-average and unit-specific longitudinal models for investigating individual or organizational developmental processes are developed. Chapter 6 focuses on single- and multilevel models using multinomial and ordinal data followed by a chapter on models for count data. The book concludes with additional trouble shooting techniques and tips for expanding on the modeling techniques introduced. Ideal as a supplement for graduate level courses and/or professional workshops on multilevel, longitudinal, latent variable modeling, multivariate statistics, and/or advanced quantitative techniques taught in psychology, business, education, health, and sociology, this practical workbook also appeals to researchers in these fields. An excellent follow up to the authors’ highly successful Multilevel and Longitudinal Modeling with IBM SPSS and Introduction to Multilevel Modeling Techniques, 2nd Edition, this book can also be used with any multilevel and/or longitudinal book or as a stand-alone text introducing multilevel modeling with categorical outcomes.

Автор: Moerbeek, Mirjam Teerenstra, Steven
Название: Power analysis of trials with multilevel data
ISBN: 0367783444 ISBN-13(EAN): 9780367783440
Издательство: Taylor&Francis
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Цена: 45930.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Power Analysis of Trials with Multilevel Data is a valuable reference for anyone who wants to perform power calculations on trials with hierarchical data. It provides a thorough overview of power analysis, familiarizing you with terminology and notation, outlining the key concepts of statistical power and power analysis, and cov

Автор: Hox, Joop J. Moerbeek, Mirjam
Название: Multilevel analysis
ISBN: 1138121401 ISBN-13(EAN): 9781138121409
Издательство: Taylor&Francis
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Цена: 168430.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Applauded for its clarity, this accessible introduction helps readers apply multilevel techniques to their research. The book also includes advanced extensions, making it useful as both an introduction for students and as a reference for researchers. Basic models and examples are discussed in nontechnical terms with an emphasis on understanding the methodological and statistical issues involved in using these models. The estimation and interpretation of multilevel models is demonstrated using realistic examples from various disciplines including psychology, education, public health, and sociology. Readers are introduced to a general framework on multilevel modeling which covers both observed and latent variables in the same model, while most other books focus on observed variables. In addition, Bayesian estimation is introduced and applied using accessible software.

Автор: Hox
Название: Multilevel Analysis
ISBN: 1138121363 ISBN-13(EAN): 9781138121362
Издательство: Taylor&Francis
Рейтинг:
Цена: 59190.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Applauded for its clarity, this accessible introduction helps readers apply multilevel techniques to their research. The book also includes advanced extensions, making it useful as both an introduction for students and as a reference for researchers. Basic models and examples are discussed in nontechnical terms with an emphasis on understanding the methodological and statistical issues involved in using these models. The estimation and interpretation of multilevel models is demonstrated using realistic examples from various disciplines including psychology, education, public health, and sociology. Readers are introduced to a general framework on multilevel modeling which covers both observed and latent variables in the same model, while most other books focus on observed variables. In addition, Bayesian estimation is introduced and applied using accessible software.