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Data Analysis With Mplus


Author : Christian Geiser
language : en
Publisher: Guilford Press
Release Date : 2012-11-14


PDF Download Data Analysis With Mplus Books For free written by Christian Geiser and has been published by Guilford Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-14 with Social Science categories.


A practical introduction to using Mplus for the analysis of multivariate data, this volume provides step-by-step guidance, complete with real data examples, numerous screen shots, and output excerpts. The author shows how to prepare a data set for import in Mplus using SPSS. He explains how to specify different types of models in Mplus syntax and address typical caveats--for example, assessing measurement invariance in longitudinal SEMs. Coverage includes path and factor analytic models as well as mediational, longitudinal, multilevel, and latent class models. Specific programming tips and solution strategies are presented in boxes in each chapter. The companion website (http://crmda.ku.edu/guilford/geiser) features data sets, annotated syntax files, and output for all of the examples. Of special utility to instructors and students, many of the examples can be run with the free demo version of Mplus.

Datenanalyse Mit Mplus


Author : Christian Geiser
language : de
Publisher: Springer-Verlag
Release Date : 2011-07-29


PDF Download Datenanalyse Mit Mplus Books For free written by Christian Geiser and has been published by Springer-Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-29 with Psychology categories.


Strukturgleichungsmodelle gehören mittlerweile zu den etablierten statistischen Methoden in den Sozialwissenschaften und eignen sich für die Beantwortung einer Vielzahl von Fragestellungen. Das Analyseprogramm Mplus erfreut sich als eines der aktuellsten, flexibelsten und anwenderfreundlichsten Statistikprogramme zunehmender Beliebtheit. Praxisnah, mit zahlreichen Beispielen, Probedatensätzen und Abbildungen führt der Autor Schritt für Schritt in die Grundlagen der Handhabung von Mplus (Version 5) ein, und beschreibt die Anwendung grundlegender Analyseverfahren. Dabei werden nicht nur konventionelle Strukturgleichungsmodelle, sondern auch Strukturgleichungsmodelle der Veränderungsmessung sowie Mehrebenenregressionsmodelle und Latent-Class-Analysen besprochen.

Advanced Multivariate Data Analysis With Mplus


Author : Christian Geiser
language : de
Publisher: Springer VS
Release Date : 2016-05-02


PDF Download Advanced Multivariate Data Analysis With Mplus Books For free written by Christian Geiser and has been published by Springer VS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-02 with Education categories.


Der zweite Band von "Datenanalyse mit Mplus" wendet sich an fortgeschrittene Anwender, die über solides statistisches Hintergrundwissen und erste Mplus-Kenntnisse verfügen. Wie geht man mit ordinalen oder dichtomen Variablen um? Wie mit einer Verletzung der Nomalverteilungsannahme? In vielen Forschungskontexten steht die Betrachtung mehrerer Gruppen im Vordergrund, andernorts sucht man nach Modellen zur Kombination von Strukturgleichungs-, Mehrebenen- und Latent-Class-Modellen. Darüber hinaus setzen Forscher verstärkt moderne Methoden zum Umgang mit fehlenden Daten sowie Stichproben- und Teststärkeplanung ein. Diese und weitere Fragen werden praxisnah und Schritt für Schritt erläutert.

The Sage Handbook Of Quantitative Methodology For The Social Sciences


Author : David Kaplan
language : en
Publisher: SAGE Publications
Release Date : 2004-06-21


PDF Download The Sage Handbook Of Quantitative Methodology For The Social Sciences Books For free written by David Kaplan and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-06-21 with Social Science categories.


The SAGE Handbook of Quantitative Methodology for the Social Sciences is the definitive reference for teachers, students, and researchers of quantitative methods in the social sciences, as it provides a comprehensive overview of the major techniques used in the field. The contributors, top methodologists and researchers, have written about their areas of expertise in ways that convey the utility of their respective techniques, but, where appropriate, they also offer a fair critique of these techniques. Relevance to real-world problems in the social sciences is an essential ingredient of each chapter and makes this an invaluable resource.

Handbook Of Aging And The Social Sciences


Author : Linda George
language : en
Publisher: Academic Press
Release Date : 2015-08-18


PDF Download Handbook Of Aging And The Social Sciences Books For free written by Linda George and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-18 with Psychology categories.


Handbook of Aging and the Social Sciences, Eighth Edition, presents the extraordinary growth of research on aging individuals, populations, and the dynamic culmination of the life course, providing a comprehensive synthesis and review of the latest research findings in the social sciences of aging. As the complexities of population dynamics, cohort succession, and policy changes modify the world and its inhabitants in ways that must be vigilantly monitored so that aging research remains relevant and accurate, this completely revised edition not only includes the foundational, classic themes of aging research, but also a rich array of emerging topics and perspectives that advance the field in exciting ways. New topics include families, immigration, social factors, and cognition, caregiving, neighborhoods, and built environments, natural disasters, religion and health, and sexual behavior, amongst others. Covers the key areas in sociological gerontology research in one volume, with an 80% update of the material Headed up by returning editor Linda K. George, and new editor Kenneth Ferraro, highly respected voices and researchers within the sociology of aging discipline Assists basic researchers in keeping abreast of research and clinical findings Includes theory and methods, aging and social structure, social factors and social institutions, and aging and society Serves as a useful resource—an inspiration to those searching for ways to contribute to the aging enterprise, and a tribute to the rich bodies of scholarship that comprise aging research in the social sciences

Introduction To Statistical Mediation Analysis


Author : David MacKinnon
language : en
Publisher: Routledge
Release Date : 2012-10-02


PDF Download Introduction To Statistical Mediation Analysis Books For free written by David MacKinnon and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-02 with Medical categories.


This volume introduces the statistical, methodological, and conceptual aspects of mediation analysis. Applications from health, social, and developmental psychology, sociology, communication, exercise science, and epidemiology are emphasized throughout. Single-mediator, multilevel, and longitudinal models are reviewed. The author's goal is to help the reader apply mediation analysis to their own data and understand its limitations. Each chapter features an overview, numerous worked examples, a summary, and exercises (with answers to the odd numbered questions). The accompanying CD contains outputs described in the book from SAS, SPSS, LISREL, EQS, MPLUS, and CALIS, and a program to simulate the model. The notation used is consistent with existing literature on mediation in psychology. The book opens with a review of the types of research questions the mediation model addresses. Part II describes the estimation of mediation effects including assumptions, statistical tests, and the construction of confidence limits. Advanced models including mediation in path analysis, longitudinal models, multilevel data, categorical variables, and mediation in the context of moderation are then described. The book closes with a discussion of the limits of mediation analysis, additional approaches to identifying mediating variables, and future directions. Introduction to Statistical Mediation Analysis is intended for researchers and advanced students in health, social, clinical, and developmental psychology as well as communication, public health, nursing, epidemiology, and sociology. Some exposure to a graduate level research methods or statistics course is assumed. The overview of mediation analysis and the guidelines for conducting a mediation analysis will be appreciated by all readers.

Longitudinal Data Analysis


Author : Jason Newsom
language : en
Publisher: Routledge
Release Date : 2013-06-19


PDF Download Longitudinal Data Analysis Books For free written by Jason Newsom and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-19 with Psychology categories.


This book provides accessible treatment to state-of-the-art approaches to analyzing longitudinal studies. Comprehensive coverage of the most popular analysis tools allows readers to pick and choose the techniques that best fit their research. The analyses are illustrated with examples from major longitudinal data sets including practical information about their content and design. Illustrations from popular software packages offer tips on how to interpret the results. Each chapter features suggested readings for additional study and a list of articles that further illustrate how to implement the analysis and report the results. Syntax examples for several software packages for each of the chapter examples are provided at www.psypress.com/longitudinal-data-analysis. Although many of the examples address health or social science questions related to aging, readers from other disciplines will find the analyses relevant to their work. In addition to demonstrating statistical analysis of longitudinal data, the book shows how to interpret and analyze the results within the context of the research design. The methods covered in this book are applicable to a range of applied problems including short- to long-term longitudinal studies using a range of sample sizes. The book provides non-technical, practical introductions to the concepts and issues relevant to longitudinal analysis. Topics include use of publicly available data sets, weighting and adjusting for complex sampling designs with longitudinal studies, missing data and attrition, measurement issues related to longitudinal research, the use of ANOVA and regression for average change over time, mediation analysis, growth curve models, basic and advanced structural equation models, and survival analysis. An ideal supplement for graduate level courses on data analysis and/or longitudinal modeling taught in psychology, gerontology, public health, human development, family studies, medicine, sociology, social work, and other behavioral, social, and health sciences, this multidisciplinary book will also appeal to researchers in these fields.