Multilevel Modeling For Social And Personality Psychology
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Author |
: John B Nezlek |
Publisher |
: SAGE Publications |
Total Pages |
: 121 |
Release |
: 2011-03-04 |
ISBN-10 |
: 9780857024015 |
ISBN-13 |
: 0857024019 |
Rating |
: 4/5 (15 Downloads) |
Synopsis Multilevel Modeling for Social and Personality Psychology by : John B Nezlek
Psychophysiology methods have become very important in the past decade or so with the increase in the understanding of the relationship between human physiology and behavior. As social behavior research has ventured further into biological waters, more detailed understanding of these methods has become necessary. This volume meets this need in a very accessible way for the advanced level student upwards. Written by a team of well recognized and well-published social psychophysiologists, it leads the reader through some complex but essential areas of understanding for anyone needing to investigate the human biological system and social behavior including the autonomic nervous system, endocrine measures and electromyography. This text will be perfect for all advanced students and researchers in social and personality psychology using social psychophysiological methods as part of their studies or research.
Author |
: John B Nezlek |
Publisher |
: SAGE |
Total Pages |
: 121 |
Release |
: 2011-02-15 |
ISBN-10 |
: 9781446209455 |
ISBN-13 |
: 1446209458 |
Rating |
: 4/5 (55 Downloads) |
Synopsis Multilevel Modeling for Social and Personality Psychology by : John B Nezlek
The volume begins with a rationale for multilevel modeling (MLM). Different aspects of MLM such as centering and modeling error terms are discussed, and examining hypotheses within the multilevel framework is considered in detail. Step by step instructions for conducting multilevel analyses using the program HLM are presented, and these instructions are linked to data sets and program files on a website. The SAGE Library in Social and Personality Psychology Methods provides students and researchers with an understanding of the methods and techniques essential to conducting cutting-edge research. Each volume within the Library explains a specific topic and has been written by an active scholar (or scholars) with expertise in that particular methodological domain. Assuming no prior knowledge of the topic, the volumes are clear and accessible for all readers. In each volume, a topic is introduced, applications are discussed, and readers are led step by step through worked examples. In addition, advice about how to interpret and prepare results for publication are presented.
Author |
: Kevin J. Grimm |
Publisher |
: Guilford Publications |
Total Pages |
: 558 |
Release |
: 2016-10-17 |
ISBN-10 |
: 9781462526062 |
ISBN-13 |
: 1462526063 |
Rating |
: 4/5 (62 Downloads) |
Synopsis Growth Modeling by : Kevin J. Grimm
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. User-Friendly 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.
Author |
: Karen Robson |
Publisher |
: SAGE |
Total Pages |
: 153 |
Release |
: 2015-11-02 |
ISBN-10 |
: 9781473934306 |
ISBN-13 |
: 1473934303 |
Rating |
: 4/5 (06 Downloads) |
Synopsis Multilevel Modeling in Plain Language by : Karen Robson
Have you been told you need to do multilevel modeling, but you can′t get past the forest of equations? Do you need the techniques explained with words and practical examples so they make sense? Help is here! This book unpacks these statistical techniques in easy-to-understand language with fully annotated examples using the statistical software Stata. The techniques are explained without reliance on equations and algebra so that new users will understand when to use these approaches and how they are really just special applications of ordinary regression. Using real life data, the authors show you how to model random intercept models and random coefficient models for cross-sectional data in a way that makes sense and can be retained and repeated. This book is the perfect answer for anyone who needs a clear, accessible introduction to multilevel modeling.
Author |
: Todd D. Little |
Publisher |
: Guilford Press |
Total Pages |
: 411 |
Release |
: 2013-02-26 |
ISBN-10 |
: 9781462510276 |
ISBN-13 |
: 1462510272 |
Rating |
: 4/5 (76 Downloads) |
Synopsis Longitudinal Structural Equation Modeling by : Todd D. Little
This book has been replaced by Longitudinal Structural Equation Modeling, Second Edition, ISBN 978-1-4625-5314-3.
Author |
: Matthias R. Mehl |
Publisher |
: Guilford Publications |
Total Pages |
: 705 |
Release |
: 2013-10-01 |
ISBN-10 |
: 9781462513055 |
ISBN-13 |
: 1462513050 |
Rating |
: 4/5 (55 Downloads) |
Synopsis Handbook of Research Methods for Studying Daily Life by : Matthias R. Mehl
Bringing together leading authorities, this unique handbook reviews the breadth of current approaches for studying how people think, feel, and behave in everyday environments, rather than in the laboratory. The volume thoroughly describes experience sampling methods, diary methods, physiological measures, and other self-report and non-self-report tools that allow for repeated, real-time measurement in natural settings. Practical guidance is provided to help the reader design a high-quality study, select and implement appropriate methods, and analyze the resulting data using cutting-edge statistical techniques. Applications across a wide range of psychological subfields and research areas are discussed in detail.
Author |
: G. David Garson |
Publisher |
: SAGE |
Total Pages |
: 393 |
Release |
: 2013 |
ISBN-10 |
: 9781412998857 |
ISBN-13 |
: 1412998859 |
Rating |
: 4/5 (57 Downloads) |
Synopsis Hierarchical Linear Modeling by : G. David Garson
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 |
: Fons J.R. van de Vijver |
Publisher |
: Psychology Press |
Total Pages |
: 461 |
Release |
: 2015-01-28 |
ISBN-10 |
: 9781135596491 |
ISBN-13 |
: 1135596492 |
Rating |
: 4/5 (91 Downloads) |
Synopsis Multilevel Analysis of Individuals and Cultures by : Fons J.R. van de Vijver
In this book, top specialists address theoretical, methodological, and empirical multilevel models as they relate to the analysis of individual and cultural data. Divided into four parts, the book opens with the basic conceptual and theoretical issues in multilevel research, including the fallacies of such research. Part II describes the methodological aspects of multilevel research, including data-analytic and structural equation modeling techniques. Applications and models from various research areas including control, values, organizational behavior, social beliefs, well-being, personality, response styles, school performance, family, and acculturation, are explored in Part III. This section also deals with validity issues in aggregation models. The book concludes with an overview of the kinds of questions addressed in multilevel models and highlights the theoretical and methodological issues yet to be explored. This book is intended for researchers and advanced students in psychology, sociology, social work, marriage and family therapy, public health, anthropology, education, economics, political science, and cultural and ethnic studies who study the relationship between behavior and culture.
Author |
: Kay Deaux |
Publisher |
: Oxford University Press |
Total Pages |
: 993 |
Release |
: 2018-10-02 |
ISBN-10 |
: 9780190224844 |
ISBN-13 |
: 0190224843 |
Rating |
: 4/5 (44 Downloads) |
Synopsis The Oxford Handbook of Personality and Social Psychology by : Kay Deaux
The second edition of The Oxford Handbook of Personality and Social Psychology beautifully captures the history, current status, and future prospects of personality and social psychology. Building on the successes and strengths of the first edition, this second edition of the Handbook combines the two fields of personality and social psychology into a single, integrated volume, offering readers a unique and generative agenda for psychology. Over their history, personality and social psychology have had varying relationships with each other-sometimes highly overlapping and intertwined, other times contrasting and competing. Edited by Kay Deaux and Mark Snyder, this Handbook is dedicated to the proposition that personality and social psychology are best viewed in conjunction with one another and that the synergy to be gained from considering links between the two fields can do much to move both areas of research forward in order to better enrich our collective understanding of human nature. Contributors to this Handbook not only offer readers fascinating examples of work that cross the boundaries of personality and social psychology, but present their work in such a way that thinks deeply about the ways in which a unified social-personality perspective can provide us with a greater understanding of the phenomena that concern psychological investigators. The chapters of this Handbook effortlessly weave together work from both disciplines, not only in areas of longstanding concern, but also in newly emerging fields of inquiry, addressing both distinctive contributions and common ground. In so doing, they offer compelling evidence for the power and the potential of an integrated approach to personality and social psychology today.
Author |
: Richard W. Robins |
Publisher |
: Guilford Press |
Total Pages |
: 737 |
Release |
: 2009-12-09 |
ISBN-10 |
: 9781606236567 |
ISBN-13 |
: 1606236563 |
Rating |
: 4/5 (67 Downloads) |
Synopsis Handbook of Research Methods in Personality Psychology by : Richard W. Robins
Bringing together leading investigators, this comprehensive handbook is a one-stop reference for anyone planning or conducting research on personality. It provides up-to-date analyses of the rich array of methodological tools available today, giving particular attention to real-world theoretical and logistical challenges and how to overcome them. In chapters filled with detailed, practical examples, readers are shown step by step how to formulate a suitable research design, select and use high-quality measures, and manage the complexities of data analysis and interpretation. Coverage ranges from classic methods like self-report inventories and observational procedures to such recent innovations as neuroimaging and genetic analyses.