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An Introduction To Multilevel Modeling Techniques


Author : Ronald H. Heck
language : en
Publisher: Routledge
Release Date : 2015-03-05


PDF Download An Introduction To Multilevel Modeling Techniques Books For free written by Ronald H. Heck and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-05 with Psychology categories.


Univariate and multivariate multilevel models are used to understand how to design studies and analyze data in this comprehensive text distinguished by its variety of applications from the educational, behavioral, and social sciences. Basic and advanced models are developed from the multilevel regression (MLM) and latent variable (SEM) traditions within one unified analytic framework for investigating hierarchical data. The authors provide examples using each modeling approach and also explore situations where alternative approaches may be more appropriate, given the research goals. Numerous examples and exercises allow readers to test their understanding of the techniques presented. Changes to the new edition include: -The use of Mplus 7.2 for running the analyses including the input and data files at www.routledge.com/9781848725522. -Expanded discussion of MLM and SEM model-building that outlines the steps taken in the process, the relevant Mplus syntax, and tips on how to evaluate the models. -Expanded pedagogical program now with chapter objectives, boldfaced key terms, a glossary, and more tables and graphs to help students better understand key concepts and techniques. -Numerous, varied examples developed throughout which make this book appropriate for use in education, psychology, business, sociology, and the health sciences. -Expanded coverage of missing data problems in MLM using ML estimation and multiple imputation to provide currently-accepted solutions (Ch. 10). -New chapter on three-level univariate and multilevel multivariate MLM models provides greater options for investigating more complex theoretical relationships(Ch.4). -New chapter on MLM and SEM models with categorical outcomes facilitates the specification of multilevel models with observed and latent outcomes (Ch.8). -New chapter on multilevel and longitudinal mixture models provides readers with options for identifying emergent groups in hierarchical data (Ch.9). -New chapter on the utilization of sample weights, power analysis, and missing data provides guidance on technical issues of increasing concern for research publication (Ch.10). Ideal as a text for graduate courses on multilevel, longitudinal, latent variable modeling, multivariate statistics, or advanced quantitative techniques taught in psychology, business, education, health, and sociology, this book’s practical approach also appeals to researchers. Recommended prerequisites are introductory univariate and multivariate statistics.

Basiswissen Lehrerbildung


Author : Jens Möller
language : de
Publisher:
Release Date : 2016


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What If There Were No Significance Tests


Author : Lisa L. Harlow
language : en
Publisher: Routledge
Release Date : 2016-03-02


PDF Download What If There Were No Significance Tests Books For free written by Lisa L. Harlow and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-02 with Psychology categories.


The classic edition of What If There Were No Significance Tests? highlights current statistical inference practices. Four areas are featured as essential for making inferences: sound judgment, meaningful research questions, relevant design, and assessing fit in multiple ways. Other options (data visualization, replication or meta-analysis), other features (mediation, moderation, multiple levels or classes), and other approaches (Bayesian analysis, simulation, data mining, qualitative inquiry) are also suggested. The Classic Edition’s new Introduction demonstrates the ongoing relevance of the topic and the charge to move away from an exclusive focus on NHST, along with new methods to help make significance testing more accessible to a wider body of researchers to improve our ability to make more accurate statistical inferences. Part 1 presents an overview of significance testing issues. The next part discusses the debate in which significance testing should be rejected or retained. The third part outlines various methods that may supplement significance testing procedures. Part 4 discusses Bayesian approaches and methods and the use of confidence intervals versus significance tests. The book concludes with philosophy of science perspectives. Rather than providing definitive prescriptions, the chapters are largely suggestive of general issues, concerns, and application guidelines. The editors allow readers to choose the best way to conduct hypothesis testing in their respective fields. For anyone doing research in the social sciences, this book is bound to become "must" reading. Ideal for use as a supplement for graduate courses in statistics or quantitative analysis taught in psychology, education, business, nursing, medicine, and the social sciences, the book also benefits independent researchers in the behavioral and social sciences and those who teach statistics.

Strukturgleichungsmodelle Mit Mplus


Author : Kristian Kleinke
language : de
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2017-04-10


PDF Download Strukturgleichungsmodelle Mit Mplus Books For free written by Kristian Kleinke and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-04-10 with Social Science categories.


Strukturgleichungsmodelle eignen sich hervorragend für die empirische Analyse zahlreicher Fragestellungen und stellen für die Sozial- und Wirtschaftswissenschaften eine unverzichtbare statistische Methode dar. Mit Mplus steht ein besonders flexibles und vergleichsweise anwenderfreundliches Statistikprogramm für die Strukturgleichungsmodellierung zur Verfügung. Ziel dieses Lehrbuchs ist es, den Leserinnen und Lesern ein umfassendes Verständnis der Durchführung grundlegender und weiterführender Anwendungen von Strukturgleichungsmodellen in Mplus zu vermitteln. Zu den in diesem Buch behandelten Verfahren zählen: explorative und konfi rmatorische Faktorenanalysen, einfache Strukturgleichungsmodelle, multiple Gruppenvergleiche, autoregressive Modelle, Wachstumskurvenmodelle und Mehrebenen-Strukturgleichungsmodelle. Neu in der zweiten Aufl age ist das Thema Moderation und Schätzung konditionaler indirekter Effekte. Ferner wird auf den Mplus-Diagrammer und die mit Mplus Version 7.1 eingeführten Optionen zur Prüfung von Messinvarianz eingegangen.

Burnout


Author : Michael Waadt
language : de
Publisher:
Release Date : 2013-01


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Statistik


Author : Udo Kuckartz
language : de
Publisher: Springer-Verlag
Release Date : 2013-09-07


PDF Download Statistik Books For free written by Udo Kuckartz and has been published by Springer-Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-09-07 with Social Science categories.


Dieses Lehrbuch der statistischen Datenanalyse wurde speziell für Einführungskurse konzipiert und richtet sich an alle, die eine leicht verständliche Einführung in die sozialwissenschaftliche Statistik suchen. Es bezieht sich auf das Feld der Erziehungs- und Sozialwissenschaften und behandelt den Stoff nicht als inhaltsunabhängiges mathematisches Wissen.

T Dlicher Abschied


Author : Michael Koryta
language : de
Publisher: Knaur eBook
Release Date : 2013-08-01


PDF Download T Dlicher Abschied Books For free written by Michael Koryta and has been published by Knaur eBook this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-01 with Fiction categories.


In Cleveland wird der Privatermittler Wayne Weston tot in seinem Haus gefunden. Seine Frau und seine sechsjährige Tochter sind spurlos verschwunden. Die Polizei glaubt, dass Weston erst seine Familie und dann sich selbst getötet hat. Westons Vater hält das für Unfug. Er setzt die beiden Privatdetektive Lincoln Perry und Joe Pritchard auf den Fall an. Bei ihren Nachforschungen geraten sie in ein undurchsichtiges Geflecht aus falschen Identitäten, zwielichtigen Geschäften, windigen Freunden und tödlichen Verstrickungen. Aber Westons Tod geht nicht auf dieses Konto ...