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Multilevel And Longitudinal Modeling With Ibm Spss


Author : Ronald H. Heck
language : en
Publisher: Routledge
Release Date : 2013-08-22


PDF Download Multilevel And Longitudinal Modeling With Ibm Spss 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 2013-08-22 with Psychology categories.


This book demonstrates how to use multilevel and longitudinal modeling techniques available in the IBM SPSS mixed-effects program (MIXED). Annotated screen shots provide readers with a step-by-step understanding of each technique and navigating the program. Readers learn how to set up, run, and interpret a variety of models. Diagnostic tools, data management issues, and related graphics are introduced throughout. Annotated syntax is also available for those who prefer this approach. Extended examples illustrate the logic of model development to show readers the rationale of the research questions and the steps around which the analyses are structured. The data used in the text and syntax examples are available at www.routledge.com/9780415817110. Highlights of the new edition include: Updated throughout to reflect IBM SPSS Version 21. Further coverage of growth trajectories, coding time-related variables, covariance structures, individual change and longitudinal experimental designs (Ch.5). Extended discussion of other types of research designs for examining change (e.g., regression discontinuity, quasi-experimental) over time (Ch.6). New examples specifying multiple latent constructs and parallel growth processes (Ch. 7). Discussion of alternatives for dealing with missing data and the use of sample weights within multilevel data structures (Ch.1). The book opens with the conceptual and methodological issues associated with multilevel and longitudinal modeling, followed by a discussion of SPSS data management techniques which facilitate working with multilevel, longitudinal, and cross-classified data sets. Chapters 3 and 4 introduce the basics of multilevel modeling: developing a multilevel model, interpreting output, and trouble-shooting common programming and modeling problems. Models for investigating individual and organizational change are presented in chapters 5 and 6, followed by models with multivariate outcomes in chapter 7. Chapter 8 provides an illustration of multilevel models with cross-classified data structures. The book concludes with ways to expand on the various multilevel and longitudinal modeling techniques and issues when conducting multilevel analyses. Ideal as a supplementary text for graduate courses on multilevel and longitudinal modeling, multivariate statistics, and research design taught in education, psychology, business, and sociology, this book’s practical approach also appeals to researchers in these fields. The book provides an excellent supplement to Heck & Thomas’s An Introduction to Multilevel Modeling Techniques, 2nd Edition; however, it can also be used with any multilevel and/or longitudinal modeling book or as a stand-alone text.

Multilevel Modeling Of Categorical Outcomes Using Ibm Spss


Author : Ronald H Heck
language : en
Publisher: Routledge
Release Date : 2013-05-07


PDF Download Multilevel Modeling Of Categorical Outcomes Using Ibm Spss 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 2013-05-07 with Psychology categories.


This is the first workbook that introduces the multilevel approach to modeling with categorical outcomes using IBM SPSS Version 20. Readers learn how to develop, estimate, and interpret multilevel models with categorical outcomes. The authors walk readers through data management, diagnostic tools, model conceptualization, and model specification issues related to single-level and multilevel models with categorical outcomes. Screen shots clearly demonstrate techniques and navigation of the program. Modeling syntax is provided in the appendix. Examples of various types of categorical outcomes demonstrate how to set up each model and interpret the output. Extended examples illustrate the logic of model development, interpretation of output, the context of the research questions, and the steps around which the analyses are structured. Readers can replicate examples in each chapter by using the corresponding data and syntax files available at www.psypress.com/9781848729568. The book opens with a review of multilevel with categorical outcomes, followed by a chapter on IBM SPSS data management techniques to facilitate working with multilevel and longitudinal data sets. Chapters 3 and 4 detail the basics of the single-level and multilevel generalized linear model for various types of categorical outcomes. These chapters review underlying concepts to assist with trouble-shooting common programming and modeling problems. Next population-average and unit-specific longitudinal models for investigating individual or organizational developmental processes are developed. Chapter 6 focuses on single- and multilevel models using multinomial and ordinal data followed by a chapter on models for count data. The book concludes with additional trouble shooting techniques and tips for expanding on the modeling techniques introduced. Ideal as a supplement for graduate level courses and/or professional workshops on multilevel, longitudinal, latent variable modeling, multivariate statistics, and/or advanced quantitative techniques taught in psychology, business, education, health, and sociology, this practical workbook also appeals to researchers in these fields. An excellent follow up to the authors’ highly successful Multilevel and Longitudinal Modeling with IBM SPSS and Introduction to Multilevel Modeling Techniques, 2nd Edition, this book can also be used with any multilevel and/or longitudinal book or as a stand-alone text introducing multilevel modeling with categorical outcomes.

Psychologische Methodenlehre


Author : Heinrich Wottawa
language : de
Publisher: Beltz Juventa
Release Date : 1993-01


PDF Download Psychologische Methodenlehre Books For free written by Heinrich Wottawa and has been published by Beltz Juventa this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-01 with Psychologie categories.




Einf Hrung In Die Statistik Der Finanzm Rkte


Author : Jürgen Franke
language : de
Publisher: Springer-Verlag
Release Date : 2012-10-05


PDF Download Einf Hrung In Die Statistik Der Finanzm Rkte Books For free written by Jürgen Franke and has been published by Springer-Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-05 with Business & Economics categories.




Sarstedt Sch Tz Ibm Spss Syntax


Author : Marko Sarstedt
language : de
Publisher: Vahlen
Release Date : 2014-09-19


PDF Download Sarstedt Sch Tz Ibm Spss Syntax Books For free written by Marko Sarstedt and has been published by Vahlen this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-19 with Business & Economics categories.


Der souveräne Umgang mit der SPSS Syntax bietet einen unschätzbaren Vorteil für die tägliche Arbeit von Anwendern, die mit der Analyse von Daten zu tun haben. Das Buch ist eine integrierte Einführung in die Steuersprache von IBM SPSS Statistics für Studenten, Forscher und Praktiker. Es behandelt neben den notwendigen Grundlagen die Themengebiete Datenaufbereitung, Datentrans-formation und -modifikation. Weitere Themengebiete umfassen die Makro- und Matrixsprache, die in der 2. Auflage deutlich erweitert worden sind. Die Neuauflage wurde von Grund auf neu bearbeitet und um zahlreiche typische Anwendungsbeispiele ergänzt, die anhand realer Daten u.?a. des J.?D. Power and Associates Customer Satisfaction Index veranschaulicht werden. Die zugehörigen Datensätze sind als kostenloses Zusatzmaterial im Internet erhältlich.

Spss 22


Author : Achim Bühl
language : de
Publisher:
Release Date : 2014-01-01


PDF Download Spss 22 Books For free written by Achim Bühl and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-01 with SPSS (Computer system) categories.




Kardiologische Rehabilitation


Author : Bernhard Rauch
language : de
Publisher: Georg Thieme Verlag
Release Date : 2007


PDF Download Kardiologische Rehabilitation Books For free written by Bernhard Rauch and has been published by Georg Thieme Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.