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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.

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.

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.

Strukturgleichungsmodelle Mit Mplus


Author : Oliver Christ
language : de
Publisher: Walter de Gruyter
Release Date : 2012-11-20


PDF Download Strukturgleichungsmodelle Mit Mplus Books For free written by Oliver Christ and has been published by Walter de Gruyter this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-11-20 with Social Science categories.


Strukturgleichungsmodelle eignen sich hervorragend für die empirische Analyse zahlreicher theoretischer Fragestellungen und stellen somit für die Sozialwissenschaften eine unverzichtbare statistische Methode dar. Mit Mplus steht seit einiger Zeit ein besonders flexibles und anwenderfreundliches Statistikprogramm für die Strukturgleichungsmodellierung zur Verfügung. Dieses Lehrbuch vermittelt den Lesern ein umfassendes Verständnis grundlegender und weiterführender Anwendungen von Strukturgleichungsmodellen in Mplus.

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.

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.

Longitudinal Structural Equation Modeling


Author : Todd D. Little
language : en
Publisher: Guilford Press
Release Date : 2013-03-25


PDF Download Longitudinal Structural Equation Modeling Books For free written by Todd D. Little and has been published by Guilford Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-25 with Social Science categories.


Featuring actual datasets as illustrative examples, this book reveals numerous ways to apply structural equation modeling (SEM) to any repeated-measures study. Initial chapters lay the groundwork for modeling a longitudinal change process, from measurement, design, and specification issues to model evaluation and interpretation. Covering both big-picture ideas and technical "how-to-do-it" details, the author deftly walks through when and how to use longitudinal confirmatory factor analysis, longitudinal panel models (including the multiple-group case), multilevel models, growth curve models, and complex factor models, as well as models for mediation and moderation. User-friendly features include equation boxes that clearly explain the elements in every equation, end-of-chapter glossaries, and annotated suggestions for further reading. The companion website (http: //crmda.ku.edu/guilford/little) provides datasets for all of the examples--which include studies of bullying, adolescent students' emotions, and healthy aging--with syntax and output from LISREL, Mplus, and R (lavaan).