Multilevel Model Foundations PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Multilevel Model Foundations PDF full book. Access full book title Multilevel Model Foundations.
Author | : Ralph B. Taylor |
Publisher | : Taylor & Francis |
Total Pages | : 179 |
Release | : 2023-12-07 |
Genre | : Psychology |
ISBN | : 1003823491 |
Download Multilevel Model Foundations Book in PDF, ePub and Kindle
This book introduces the foundations of multilevel models, using Monopoly® rent data, from the classic board game, and the statistical program Stata®. Widespread experience with the game means many readers have a head start on understanding these models. The small-data set, 132 rent values for 22 properties clustered by the four sides of the playing board, combines with extensive graphical displays of data and results so all readers can see core multilevel ideas in action at a granular level. Two chapters on standard statistical models, one-way analysis of variance and multiple regression, help readers see how multilevel models rely on but also extend these monolevel ideas. Chapters present three basic multilevel models for cross-sectional analyses – analysis of variance, analysis of covariance, and random coefficients regression – and one basic developmental model for longitudinal analyses. Troubleshooting guidance, combined with close examination of data patterns, and careful inspection of model parameters, all help readers better grasp what model results mean, when model results should or should not be trusted, and how model results link back to core theoretical questions. Consequently, readers will develop a sense of best practices for building and diagnosing their own multilevel models. Those who complete the volume can readily apply what they have learned to more complex datasets and models and adapt available online Stata do files to those projects. Any social scientist working with data clustered in time, in space, or in both, and seeking to learn more about how to use, interpret, or teach these models, will find the book useful.
Author | : Douglas A. Luke |
Publisher | : SAGE Publications |
Total Pages | : 96 |
Release | : 2019-12-13 |
Genre | : Social Science |
ISBN | : 1544310285 |
Download Multilevel Modeling Book in PDF, ePub and Kindle
Multilevel Modeling is a concise, practical guide to building models for multilevel and longitudinal data. Author Douglas A. Luke begins by providing a rationale for multilevel models; outlines the basic approach to estimating and evaluating a two-level model; discusses the major extensions to mixed-effects models; and provides advice for where to go for instruction in more advanced techniques. Rich with examples, the Second Edition expands coverage of longitudinal methods, diagnostic procedures, models of counts (Poisson), power analysis, cross-classified models, and adds a new section added on presenting modeling results. A website for the book includes the data and the statistical code (both R and Stata) used for all of the presented analyses.
Author | : G. David Garson |
Publisher | : SAGE |
Total Pages | : 393 |
Release | : 2013 |
Genre | : Mathematics |
ISBN | : 1412998859 |
Download Hierarchical Linear Modeling Book in PDF, ePub and Kindle
This book provides a brief, easy-to-read guide to implementing hierarchical linear modeling using three leading software platforms, followed by a set of original how-to applications articles following a standardard instructional format. The "guide" portion consists of five chapters by the editor, providing an overview of HLM, discussion of methodological assumptions, and parallel worked model examples in SPSS, SAS, and HLM software. The "applications" portion consists of ten contributions in which authors provide step by step presentations of how HLM is implemented and reported for introductory to intermediate applications.
Author | : Katherine J. Klein |
Publisher | : Pfeiffer |
Total Pages | : 648 |
Release | : 2000 |
Genre | : Business & Economics |
ISBN | : |
Download Multilevel Theory, Research, and Methods in Organizations Book in PDF, ePub and Kindle
This study on multilevel analysis cuts through the confusion surrounding the development and testing of multilevel theories. It illuminates processes and effects within organisations, synthesising and updating current theory.
Author | : Steven J. Molinsky |
Publisher | : Pearson Education ESL |
Total Pages | : 464 |
Release | : 2007-08-17 |
Genre | : English language |
ISBN | : 9780131354371 |
Download Foundations Multilevel Activity Book Book in PDF, ePub and Kindle
Author | : Marc A. Scott |
Publisher | : SAGE |
Total Pages | : 954 |
Release | : 2013-08-31 |
Genre | : Social Science |
ISBN | : 1473971314 |
Download The SAGE Handbook of Multilevel Modeling Book in PDF, ePub and Kindle
In this important new Handbook, the editors have gathered together a range of leading contributors to introduce the theory and practice of multilevel modeling. The Handbook establishes the connections in multilevel modeling, bringing together leading experts from around the world to provide a roadmap for applied researchers linking theory and practice, as well as a unique arsenal of state-of-the-art tools. It forges vital connections that cross traditional disciplinary divides and introduces best practice in the field. Part I establishes the framework for estimation and inference, including chapters dedicated to notation, model selection, fixed and random effects, and causal inference. Part II develops variations and extensions, such as nonlinear, semiparametric and latent class models. Part III includes discussion of missing data and robust methods, assessment of fit and software. Part IV consists of exemplary modeling and data analyses written by methodologists working in specific disciplines. Combining practical pieces with overviews of the field, this Handbook is essential reading for any student or researcher looking to apply multilevel techniques in their own research.
Author | : RALPH B. TAYLOR |
Publisher | : Routledge |
Total Pages | : 0 |
Release | : 2023-12-07 |
Genre | : |
ISBN | : 9781032431970 |
Download Multilevel Model Foundations Book in PDF, ePub and Kindle
This book introduces the foundations of multilevel models, using Monopoly(R) rent data from the classic board game, and the statistical program Stata(R). Widespread experience with the game means many readers have a head start on understanding these models. The small data set, 132 rent values for 22 properties clustered by the four sides of the playing board, combines with extensive graphical displays of data and results so all readers can see core multilevel ideas in action at a granular level. Two chapters on standard statistical models, oneway analysis of variance and multiple regression, help readers see how multilevel models rely on but also extend these monolevel ideas. Chapters present three basic multilevel models for cross-sectional analyses - analysis of variance, analysis of covariance, and random coefficients regression - and one basic developmental model for longitudinal analyses. Troubleshooting guidance, combined with close examination of data patterns, and careful inspection of model parameters, all help readers better grasp what model results mean, when model results should or should not be trusted, and how model results link back to core theoretical questions. Consequently, readers will develop a sense of best practices for building and diagnosing their own multilevel models. Those who complete the volume can readily apply what they have learned to more complex datasets and models, and adapt available online Stata do files to those projects. Any social scientist working with data clustered in time, in space, or in both, and seeking to learn more about how to use, interpret, or teach these models, will find the book useful.
Author | : Ralph B. Taylor |
Publisher | : |
Total Pages | : 0 |
Release | : 2024 |
Genre | : |
ISBN | : 9781032492186 |
Download Multilevel Model Foundations Book in PDF, ePub and Kindle
Author | : Ita G G Kreft |
Publisher | : SAGE |
Total Pages | : 164 |
Release | : 1998-04-07 |
Genre | : Social Science |
ISBN | : 9781446230923 |
Download Introducing Multilevel Modeling Book in PDF, ePub and Kindle
This is the first accessible and practical guide to using multilevel models in social research. Multilevel approaches are becoming increasingly important in social, behavioural, and educational research and it is clear from recent developments that such models are seen as being more realistic, and potentially more revealing, than ordinary regression models. While other books describe these multilevel models in considerable detail none focuses on the practical issues and potential problems of doing multilevel analyses that are covered in Introducing Multilevel Modeling. The authors' approach is user-oriented and the formal mathematics and statistics are kept to a minimum. Other key features include the use of worked examples using real data sets, analyzed using the leading computer package for multilevel modeling - "MLn." Discussion site at: http: \www.stat.ucla.eduphplibw-agoraw-agora.phtml?bn=Sagebook Data files mentioned in the book are available from: http: \www.stat.ucla.edu deleeuwsagebook
Author | : Steven C. Hertler |
Publisher | : Springer Nature |
Total Pages | : 402 |
Release | : 2020-09-02 |
Genre | : Psychology |
ISBN | : 3030495205 |
Download Multilevel Selection Book in PDF, ePub and Kindle
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. Where previous works on the topic have variously supported multilevel selection with logic, theory, experimental data, or via review of the zoological literature; in this book the authors uniquely establish the validity of human group selection as a historical evolutionary process within a multilevel selection framework. Select portions of the historical record are examined from a multilevel selectionist perspective, such that clashing civilizations, decline and fall, law, custom, war, genocide, ostracism, banishment, and the like are viewed with the end of understanding their implications for internal cohesion, external defense, and population demography. In doing so, its authors advance the potential for further interdisciplinary study in fostering, for instance, the convergence of history and biology. This work will provide fresh insights not only for evolutionists but also for researchers working across the social sciences and humanities.