The Nile on eBay Introduction to Modern Modelling Methods by Dakota Cintron, D. Betsy McCoach
Using simple and direct language, this concise text provides practical guidance on a wide range of modeling methods and techniques for use with quantitative data. It covers: * 2-level Multilevel Models * Structural Equation Modeling (SEM) * Longitudinal Modeling using multilevel and SEM techniques * Combining organizational and longitudinal models Part of The SAGE Quantitative Research Kit, this book will give you the know-how and confidence needed to succeed on your quantitative research journey.
FORMATPaperback LANGUAGEEnglish CONDITIONBrand New Author Biography
D. Betsy McCoach, Ph.D., is professor of Research Methods, Measurement, and Evaluation in the Educational Psychology department at the University of Connecticut, where she teaches graduate courses in Structural Equation Modeling, Multilevel Modeling, Advances in Latent Variable Modeling, and Instrument Design. Dr. McCoach has co-authored over 100 peer-reviewed journal articles, book chapters, and books, including Instrument Design in the Affective Domain and Multilevel Modeling of Educational Data. In 2011, Dr. McCoach founded the Modern Modeling Methods conference.Dr. McCoach is co-Principal Investigator for the National Center for Research on Gifted Education and has served as Principal Investigator, co-Principal Investigator, and/or research methodologist for several other federally-funded research projects/grants.Dr. McCoach's research interests include latent variable modeling, multilevel modeling, longitudinal modeling, instrument design, and gifted education.Dr. Dakota Cintron, Ph.D., is a postdoctoral scholar for the Evidence for Action (E4A) Methods Laboratory. Dr. Cintron's research focuses on the application, development, and assessment of quantitative methods in the social and behavioral sciences. His areas of research interest include topics such as item response theory, latent variable and structural equation modeling, longitudinal data analysis, hierarchical linear modeling, and causal inference. Dr. Cintron earned his Ph.D. in Educational Psychology from the University of Connecticut. He has previously held research positions at the Institute for Health, Health Care Policy and Aging Research, the National Institute for Early Education Research, and New Visions for Public Schools.
Table of Contents
Clustering and Dependence: Our Entry into Multilevel ModelingMultilevel Modeling: A Conceptual IntroductionMultilevel Model Building Steps and ExampleIntroduction to Structural Equation ModelingSpecification and Identification of Structural Equation ModelsBuilding Structural Equation ModelsLongitudinal Growth Curve Models in MLM and SEMAn Applied Example of Growth Curve Modeling in MLM and SEM
Details ISBN1526424037 Author D. Betsy McCoach Series The SAGE Quantitative Research Kit ISBN-10 1526424037 ISBN-13 9781526424037 Format Paperback Place of Publication London Country of Publication United Kingdom Language English Year 2022 Publication Date 2022-03-21 NZ Release Date 2022-03-21 UK Release Date 2022-03-21 Edited by Zeynep Cemalcilar Birth 1954 Affiliation Consultant in Anaesthesia and Intensive Care Medicine, University Hospital Ayr, NHS Ayrshire and Arran, UK Position Consultant in Anaesthesia and Intensive Care Medicine Qualifications M.D. Pages 304 DEWEY 001.42015118 Audience Tertiary & Higher Education Publisher Sage Publications Ltd Imprint Sage Publications Ltd AU Release Date 2022-03-20 We've got this
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