An Introduction To Latent Variable Growth Curve Modeling

An Introduction to Latent Variable Growth Curve Modeling PDF
Author: Terry E. Duncan
Publisher: Routledge
ISBN: 1135601240
Size: 75.42 MB
Format: PDF, Docs
Category : Business & Economics
Languages : en
Pages : 274
View: 1235

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An Introduction To Latent Variable Growth Curve Modeling

by Terry E. Duncan, An Introduction To Latent Variable Growth Curve Modeling Books available in PDF, EPUB, Mobi Format. Download An Introduction To Latent Variable Growth Curve Modeling books, This book provides a comprehensive introduction to latent variable growth curve modeling (LGM) for analyzing repeated measures. It presents the statistical basis for LGM and its various methodological extensions, including a number of practical examples of its use. It is designed to take advantage of the reader’s familiarity with analysis of variance and structural equation modeling (SEM) in introducing LGM techniques. Sample data, syntax, input and output, are provided for EQS, Amos, LISREL, and Mplus on the book’s CD. Throughout the book, the authors present a variety of LGM techniques that are useful for many different research designs, and numerous figures provide helpful diagrams of the examples. Updated throughout, the second edition features three new chapters—growth modeling with ordered categorical variables, growth mixture modeling, and pooled interrupted time series LGM approaches. Following a new organization, the book now covers the development of the LGM, followed by chapters on multiple-group issues (analyzing growth in multiple populations, accelerated designs, and multi-level longitudinal approaches), and then special topics such as missing data models, LGM power and Monte Carlo estimation, and latent growth interaction models. The model specifications previously included in the appendices are now available on the CD so the reader can more easily adapt the models to their own research. This practical guide is ideal for a wide range of social and behavioral researchers interested in the measurement of change over time, including social, developmental, organizational, educational, consumer, personality and clinical psychologists, sociologists, and quantitative methodologists, as well as for a text on latent variable growth curve modeling or as a supplement for a course on multivariate statistics. A prerequisite of graduate level statistics is recommended.


Handbuch Der Sozialwissenschaftlichen Datenanalyse

Handbuch der sozialwissenschaftlichen Datenanalyse PDF
Author: Christof Wolf
Publisher: Springer-Verlag
ISBN: 3531920383
Size: 34.49 MB
Format: PDF, Kindle
Category : Political Science
Languages : de
Pages : 1098
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Handbuch Der Sozialwissenschaftlichen Datenanalyse

by Christof Wolf, Handbuch Der Sozialwissenschaftlichen Datenanalyse Books available in PDF, EPUB, Mobi Format. Download Handbuch Der Sozialwissenschaftlichen Datenanalyse books, Das Handbuch der sozialwissenschaftlichen Datenanalyse bietet in über 40 Kapiteln eine umfassende Darstellung multivariater Analyseverfahren. Schwerpunkte des Handbuchs bilden Grundlagen der Datenanalyse, regressionsanalytische Verfahren für Quer- und Längsschnittsdaten sowie Skalierungsverfahren. Behandelt werden u. a. OLS-, logistische und robuste Regression, Strukturgleichungsmodelle, Mehrebenen-, Panel-, Ereignisdaten- und Zeitreihenanalyse, MDS und Rasch-Modelle. Darüber hinaus werden viele neuere Verfahren dargestellt, etwa multiple Imputation, Bootstrappen, Analyse latenter Klassen und propensity score matching. Jedes Kapitel beginnt mit einer allgemein verständlichen Einführung. Es folgt eine Darstellung der mathematisch-statistischen Grundlagen. Anschließend wird jedes Verfahren anhand eines sozialwissenschaftlichen Beispiels vorgestellt. Die Beiträge enden mit Hinweisen auf typische Anwendungsfehler und einer kommentierten Literaturempfehlung.


Strukturgleichungsmodellierung

Strukturgleichungsmodellierung PDF
Author: Rolf Weiber
Publisher: Springer-Verlag
ISBN: 3642350127
Size: 65.90 MB
Format: PDF, Mobi
Category : Business & Economics
Languages : de
Pages : 387
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Strukturgleichungsmodellierung

by Rolf Weiber, Strukturgleichungsmodellierung Books available in PDF, EPUB, Mobi Format. Download Strukturgleichungsmodellierung books, Alle Analysen werden an einem durchgehenden Fallbeispiel konkret und transparent durchgeführt Strukturgleichungsmodelle sind in allen Wissenschaftsdisziplinen von größter Bedeutung, da sie das Standardinstrument zur empirischen Prüfung von Hypothesensystemen darstellen. Dabei stehen oftmals die Beziehungen zwischen hypothetischen Konstrukten (latenten Variablen) im Fokus des Interesses. Das Buch zeichnet den gesamten Prozess der Strukturgleichungsmodellierung von der Konzeptualisierung theoretischer Konstrukte über die Spezifikation von Messmodellen, die Reliabilitäts- und Validitätsprüfung mittels konfirmatorischer Faktorenanalyse bis hin zur Prüfung von kausalen Wirkhypothesen mittels Kovarianzstrukturanalyse sowie PLS nach. Alle Arbeitsschritte werden an einem durchgehenden Fallbeispiel unter Verwendung von SPSS, AMOS und SmartPLS veranschaulicht und jeweils konkrete Anwendungsempfehlungen gegeben. Ebenso werden weiterführende Aspekte wie die Mehrgruppenkausalanalyse, die Spezifikation reflektiver und formativer Messansätze sowie MIMIC-Modelle einsteigergerecht behandelt.


Handbuch Schulp Dagogik

Handbuch Schulp  dagogik PDF
Author: Michaela Gläser-Zikuda
Publisher: UTB GmbH
ISBN: 3825286983
Size: 73.89 MB
Format: PDF, ePub, Mobi
Category : Education
Languages : de
Pages : 956
View: 2456

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Handbuch Schulp Dagogik

by Michaela Gläser-Zikuda, Handbuch Schulp Dagogik Books available in PDF, EPUB, Mobi Format. Download Handbuch Schulp Dagogik books, Das neue Standardwerk zur Schulpädagogik Das Handbuch Schulpädagogik beleuchtet Schule aus einer interdisziplinären, internationalen und empirischen Perspektive. Nach der historischen Betrachtung von Schule und ihrer Entwicklung und einer theoretischen Fundierung werden Schulformen und Schulsysteme in Deutschland analysiert, bevor internationale Schulsysteme vorgestellt werden. Ein Schwerpunkt des Handbuchs für Schulpädagogik liegt auf didaktischen und unterrichtsmethodischen Grundfragen sowie zentralen Herausforderungen, mit denen Schule gegenwärtig konfrontiert ist, wie zum Beispiel Inklusion und Heterogenität. Zudem werden Schulentwicklungsprozesse, Bildungsstandards und Forschungsmethoden betrachtet. Das Handbuch Schulpädagogik richtet sich an Erziehungswissenschaftler und Schulpädagogen sowie ein größeres Fachpublikum (Lehrkräfte, Lehrerverbände, Bildungsverwaltung) und eignet sich als Nachschlagewerk für Studierende und Referendare.


Higher Order Growth Curves And Mixture Modeling With Mplus

Higher Order Growth Curves and Mixture Modeling with Mplus PDF
Author: Kandauda K.A.S. Wickrama
Publisher: Routledge
ISBN: 1317283929
Size: 53.68 MB
Format: PDF, Kindle
Category : Psychology
Languages : en
Pages : 346
View: 1879

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Higher Order Growth Curves And Mixture Modeling With Mplus

by Kandauda K.A.S. Wickrama, Higher Order Growth Curves And Mixture Modeling With Mplus Books available in PDF, EPUB, Mobi Format. Download Higher Order Growth Curves And Mixture Modeling With Mplus books, This practical introduction to second-order and growth mixture models using Mplus introduces simple and complex techniques through incremental steps. The authors extend latent growth curves to second-order growth curve and mixture models and then combine the two. To maximize understanding, each model is presented with basic structural equations, figures with associated syntax that highlight what the statistics mean, Mplus applications, and an interpretation of results. Examples from a variety of disciplines demonstrate the use of the models and exercises allow readers to test their understanding of the techniques. A comprehensive introduction to confirmatory factor analysis, latent growth curve modeling, and growth mixture modeling is provided so the book can be used by readers of various skill levels. The book’s datasets are available on the web. Highlights include: -Illustrative examples using Mplus 7.4 include conceptual figures, Mplus program syntax, and an interpretation of results to show readers how to carry out the analyses with actual data. -Exercises with an answer key allow readers to practice the skills they learn. -Applications to a variety of disciplines appeal to those in the behavioral, social, political, educational, occupational, business, and health sciences. -Data files for all the illustrative examples and exercises at www.routledge.com/9781138925151 allow readers to test their understanding of the concepts. -Point to Remember boxes aid in reader comprehension or provide in-depth discussions of key statistical or theoretical concepts. Part 1 introduces basic structural equation modeling (SEM) as well as first- and second-order growth curve modeling. The book opens with the basic concepts from SEM, possible extensions of conventional growth curve models, and the data and measures used throughout the book. The subsequent chapters in part 1 explain the extensions. Chapter 2 introduces conventional modeling of multidimensional panel data, including confirmatory factor analysis (CFA) and growth curve modeling, and its limitations. The logical and theoretical extension of a CFA to a second-order growth curve, known as curve-of-factors model (CFM), are explained in Chapter 3. Chapter 4 illustrates the estimation and interpretation of unconditional and conditional CFMs. Chapter 5 presents the logical and theoretical extension of a parallel process model to a second-order growth curve, known as factor-of-curves model (FCM). Chapter 6 illustrates the estimation and interpretation of unconditional and conditional FCMs. Part 2 reviews growth mixture modeling including unconditional growth mixture modeling (Ch. 7) and conditional growth mixture models (Ch. 8). How to extend second-order growth curves (curve-of-factors and factor-of-curves models) to growth mixture models is highlighted in Chapter 9. Ideal as a supplement for use in graduate courses on (advanced) structural equation, multilevel, longitudinal, or latent variable modeling, latent growth curve and mixture modeling, factor analysis, multivariate statistics, or advanced quantitative techniques (methods) taught in psychology, human development and family studies, business, education, health, and social sciences, this book’s practical approach also appeals to researchers. Prerequisites include a basic knowledge of intermediate statistics and structural equation modeling.


An Introduction To Multilevel Modeling Techniques

An Introduction to Multilevel Modeling Techniques PDF
Author: Ronald H. Heck
Publisher: Psychology Press
ISBN: 1135678316
Size: 76.86 MB
Format: PDF, Mobi
Category : Computers
Languages : en
Pages : 224
View: 6416

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An Introduction To Multilevel Modeling Techniques

by Ronald H. Heck, An Introduction To Multilevel Modeling Techniques Books available in PDF, EPUB, Mobi Format. Download An Introduction To Multilevel Modeling Techniques books, This book provides a broad overview of basic multilevel modeling issues and illustrates techniques building analyses around several organizational data sets. Although the focus is primarily on educational and organizational settings, the examples will help the reader discover other applications for these techniques. Two basic classes of multilevel models are developed: multilevel regression models and multilevel models for covariance structures--are used to develop the rationale behind these models and provide an introduction to the design and analysis of research studies using two multilevel analytic techniques--hierarchical linear modeling and structural equation modeling.


The Oxford Handbook Of Personality And Social Psychology

The Oxford Handbook of Personality and Social Psychology PDF
Author: Kay Deaux
Publisher: Oxford Library of Psychology
ISBN: 0190224835
Size: 45.91 MB
Format: PDF
Category : Psychology
Languages : en
Pages : 992
View: 7024

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The Oxford Handbook Of Personality And Social Psychology

by Kay Deaux, The Oxford Handbook Of Personality And Social Psychology Books available in PDF, EPUB, Mobi Format. Download The Oxford Handbook Of Personality And Social Psychology books, Personality and social psychology : moving toward a more perfect union / Mark Snyder and Kay Deaux -- Foundations of personality and social psychology -- The intertwined histories of personality and social psychology / Thomas F. Pettigrew -- Perspectives on the person: rapid growth and opportunities for integration / William Fleeson and Eranda Jayawickreme -- Perspectives on the situation / Harry T. Reis and John G. Holmes -- Neuroscience approaches in social and personality psychology / David M. Amodio, Eddie Harmon-Jones, and Elliot T. Berkman -- Evolutionary perspectives / Steven W. Gangestad -- Context in person, person in context : a cultural psychology approach to social-personality psychology / Glenn Adams and Tugçe Kurtis -- Behavior and behavior assessment / Janice R. Kelly and Christopher R. Agnew -- Conceptual and methodological issues in the analysis of cross-sectional and longitudinal dyadic data / Deborah A. Kashy and M. Brent Donellan -- Multilevel modeling in personality and social psychology / Oliver Christ, Christopher G. Sibley, and Ulrich Wagner -- Basic processes of personality and social psychology -- The self : dynamics of persons and their situations / Jennifer Crocker and Eddie Brummelman -- Identity : personal and social / Vivian L. Vignoles -- Morality / Jesse Graham and Piercarlo Valdesolo -- Motivation and goal pursuit : integration across the social/personality divide / Julie K. Norem -- Five questions about emotion: implications for social-personality psychology / Gerald L. Clore and Michael D. Robinson -- Cybernetic approaches to personality and social behavior / Colin G. DeYoung and Yanna J. Weisberg -- Initial impressions of others / James S. Uleman and S. Adil Saribay -- Attitudes and attitude change : social and personality considerations about specific and general patterns of behavior / Dolores Albarracin, Man-pui Sally Chan, and Duo Jiang -- From help-giving to helping relations : belongingness and independence in social interactions / Arie Nadler -- Antisocial behavior in individuals and groups : an empathy-focused approach / Emanuele Castano and David C. Kidd -- Personality and social interaction : interpenetrating processes / Rodolfo Mendoza-Denton, Jordan B. Leitner, and Ozlem Ayduk -- Attachment theory expanded : a behavioral systems approach to personality and social behavior / Mario Mikulincer and Phillip R. Shaver -- Person-by-situation perspectives on close relationships / Jeffry A. Simpson and Heike A. Winterheld -- Personality influences on group processes : the past, present, and future / Craig D. Parks -- Intergroup processes : from prejudice to positive relations between groups / Linda R.Tropp and Ludwin E. Molina -- Power as active self : from acquisition to the expression and use of power / Ana Guinote and Serena Chen -- Personality and social psychology in key life domains -- Personality, social psychology, and psychopathology : reflections on a lewinian vsion / Philip R. Costanzo, Rick H. Hoyle, and Mark R. Leary -- Individual and societal well-being / Shigehiro Oishi and Samantha J. Heintzelman -- Multicultural identity and experiences : cultural, social, and personality processes / Verónica Benet-Martínez and Angela-MinhTu D. Nguyen -- Personality and social contexts as sources of change and continuity across the life span / Abigail J. Stewart and Kay Deaux -- The social psychology of personality and leadership : a person-in-situation perspective / Daan van Knippenberg -- Work and organizations: contextualizing personality and social psychology / Deidra J. Schleicher and David V. Day -- A person x intervention strategy approach to understanding health behavior / Alexander J. Rothman and Austin S. Baldwin -- Forensic personality and social psychology / Saul Kassin and Margaret Bull Kovera -- The psychology of collective action / Lauren E. Duncan -- Social policy: barriers and opportunities for personality and social psychology / Allen M. Omoto -- Conclusion -- Personality and social psychology : the evolving state of the union / Kay Deaux and Mark Snyder


A Beginner S Guide To Structural Equation Modeling

A Beginner s Guide to Structural Equation Modeling PDF
Author: Randall E. Schumacker
Publisher: Routledge
ISBN: 1317608097
Size: 26.27 MB
Format: PDF, Kindle
Category : Psychology
Languages : en
Pages : 372
View: 1100

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A Beginner S Guide To Structural Equation Modeling

by Randall E. Schumacker, A Beginner S Guide To Structural Equation Modeling Books available in PDF, EPUB, Mobi Format. Download A Beginner S Guide To Structural Equation Modeling books, Noted for its crystal clear explanations, this book is considered the most comprehensive introductory text to structural equation modeling (SEM). Noted for its thorough review of basic concepts and a wide variety of models, this book better prepares readers to apply SEM to a variety of research questions. Programming details and the use of algebra are kept to a minimum to help readers easily grasp the concepts so they can conduct their own analysis and critique related research. Featuring a greater emphasis on statistical power and model validation than other texts, each chapter features key concepts, examples from various disciplines, tables and figures, a summary, and exercises. Highlights of the extensively revised 4th edition include: -Uses different SEM software (not just Lisrel) including Amos, EQS, LISREL, Mplus, and R to demonstrate applications. -Detailed introduction to the statistical methods related to SEM including correlation, regression, and factor analysis to maximize understanding (Chs. 1 – 6). -The 5 step approach to modeling data (specification, identification, estimation, testing, and modification) is now covered in more detail and prior to the modeling chapters to provide a more coherent view of how to create models and interpret results (ch. 7). -More discussion of hypothesis testing, power, sampling, effect sizes, and model fit, critical topics for beginning modelers (ch. 7). - Each model chapter now focuses on one technique to enhance understanding by providing more description, assumptions, and interpretation of results, and an exercise related to analysis and output (Chs. 8 -15). -The use of SPSS AMOS diagrams to describe the theoretical models. -The key features of each of the software packages (Ch. 1). -Guidelines for reporting SEM research (Ch. 16). -www.routledge.com/9781138811935 which provides access to data sets that can be used with any program, links to other SEM examples, related readings, and journal articles, and more. Reorganized, the new edition begins with a more detailed introduction to SEM including the various software packages available, followed by chapters on data entry and editing, and correlation which is critical to understanding how missing data, non-normality, measurement, and restriction of range in scores affects SEM analysis. Multiple regression, path, and factor models are then reviewed and exploratory and confirmatory factor analysis is introduced. These chapters demonstrate how observed variables share variance in defining a latent variables and introduce how measurement error can be removed from observed variables. Chapter 7 details the 5 SEM modeling steps including model specification, identification, estimation, testing, and modification along with a discussion of hypothesis testing and the related issues of power, and sample and effect sizes.Chapters 8 to 15 provide comprehensive introductions to different SEM models including Multiple Group, Second-Order CFA, Dynamic Factor, Multiple-Indicator Multiple-Cause, Mixed Variable and Mixture, Multi-Level, Latent Growth, and SEM Interaction Models. Each of the 5 SEM modeling steps is explained for each model along with an application. Chapter exercises provide practice with and enhance understanding of the analysis of each model. The book concludes with a review of SEM guidelines for reporting research. Designed for introductory graduate courses in structural equation modeling, factor analysis, advanced, multivariate, or applied statistics, quantitative techniques, or statistics II taught in psychology, education, business, and the social and healthcare sciences, this practical book also appeals to researchers in these disciplines. Prerequisites include an introduction to intermediate statistics that covers correlation and regression principles.


Applied Linguistics

Applied linguistics PDF
Author:
Publisher:
ISBN:
Size: 39.52 MB
Format: PDF, ePub, Docs
Category :
Languages : en
Pages :
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Applied Linguistics

by , Applied Linguistics Books available in PDF, EPUB, Mobi Format. Download Applied Linguistics books,