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The Relative Performance Of Full Information Maximum Likelihood Estimation For Missing Data In Structural Equation Models
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Book Synopsis The Relative Performance of Full Information Maximum Likelihood Estimation for Missing Data in Structural Equation Models by : Craig K. Enders
Download or read book The Relative Performance of Full Information Maximum Likelihood Estimation for Missing Data in Structural Equation Models written by Craig K. Enders and published by . This book was released on 1999 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Applied Missing Data Analysis by : Craig K. Enders
Download or read book Applied Missing Data Analysis written by Craig K. Enders and published by Guilford Press. This book was released on 2010-04-23 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book has been replaced by Applied Missing Data Analysis, Second Edition, ISBN 978-1-4625-4986-3.
Book Synopsis Longitudinal Structural Equation Modeling by : Jason T. Newsom
Download or read book Longitudinal Structural Equation Modeling written by Jason T. Newsom and published by Routledge. This book was released on 2015-06-19 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive resource reviews structural equation modeling (SEM) strategies for longitudinal data to help readers see which modeling options are available for which hypotheses. The author demonstrates how SEM is related to other longitudinal data techniques throughout. By exploring connections between models, readers gain a better understanding of when to choose one analysis over another. The book explores basic models to sophisticated ones including the statistical and conceptual underpinnings that are the building blocks of the analyses. Accessibly written, research examples from the behavioral and social sciences and results interpretations are provided throughout. The emphasis is on concepts and practical guidance for applied research rather than on mathematical proofs. New terms are highlighted and defined in the glossary. Figures are included for every model along with detailed discussions of model specification and implementation issues. Each chapter also includes examples of each model type, comment sections that provide practical guidance, model extensions, and recommended readings. Highlights include: Covers the major SEM approaches to longitudinal analysis in one resource. Explores connections between longitudinal SEM models to enhance integration. Numerous examples that help readers match research questions to appropriate analyses and interpret results. Reviews practical issues related to model specification and estimation to reinforce connections. Analyzes continuous and discrete (binary and ordinal) variables throughout for breadth not found in other sources. Reviews key SEM concepts for those who need a refresher (Ch. 1). Emphasizes how to apply and interpret each model through realistic data examples. Provides the book’s data sets at www.longitudinalsem.com along with the Mplus and R-lavaan syntax used to generate the results. Introduces the LISREL notation system used throughout (Appendix A). The chapters can be read out of order but it is best to read chapters 1 – 4 first because most of the later chapters refer back to them. The book opens with a review of latent variables and analysis of binary and ordinal variables. Chapter 2 applies this information to assessing longitudinal measurement invariance. SEM tests of dependent means and proportions over time points are explored in Chapter 3, and stability and change, difference scores, and lagged regression are covered in Chapter 4. The remaining chapters are each devoted to one major type of longitudinal SEM -- repeated measures analysis models, full cross-lagged panel models and simplex models, modeling stability with state-trait models, linear and nonlinear growth curve models, latent difference score models, latent transition analysis, time series analysis, survival analysis, and attrition. Missing data is discussed in the context of many of the preceding models in Chapter 13. Ideal for graduate courses on longitudinal (data) analysis, advanced SEM, longitudinal SEM, and/or advanced data (quantitative) analysis taught in the behavioral, social, and health sciences, this text also appeals to researchers in these fields. Intended for those without an extensive math background, prerequisites include familiarity with basic SEM. Matrix algebra is avoided in all but a few places.
Book Synopsis Structural Equation Modeling With AMOS by : Barbara M. Byrne
Download or read book Structural Equation Modeling With AMOS written by Barbara M. Byrne and published by Routledge. This book was released on 2016-06-10 with total page 481 pages. Available in PDF, EPUB and Kindle. Book excerpt: This bestselling text provides a practical guide to structural equation modeling (SEM) using the Amos Graphical approach. Using clear, everyday language, the text is ideal for those with little to no exposure to either SEM or Amos. The author reviews SEM applications based on actual data taken from her own research. Each chapter "walks" readers through the steps involved (specification, estimation, evaluation, and post hoc modification) in testing a variety of SEM models. Accompanying each application is: an explanation of the issues addressed and a schematic presentation of hypothesized model structure; Amos input and output with interpretations; use of the Amos toolbar icons and pull-down menus; and data upon which the model application was based, together with updated references pertinent to the SEM model tested. Thoroughly updated throughout, the new edition features: All new screen shots featuring Amos Version 23. Descriptions and illustrations of Amos’ new Tables View format which enables the specification of a structural model in spreadsheet form. Key concepts and/or techniques that introduce each chapter. Alternative approaches to model analyses when enabled by Amos thereby allowing users to determine the method best suited to their data. Provides analysis of the same model based on continuous and categorical data (Ch. 5) thereby enabling readers to observe two ways of specifying and testing the same model as well as compare results. All applications based on the Amos graphical mode interface accompanied by more "how to" coverage of graphical techniques unique to Amos. More explanation of key procedures and analyses that address questions posed by readers All application data files are available at www.routledge.com/9781138797031. The two introductory chapters in Section 1 review the fundamental concepts of SEM methodology and a general overview of the Amos program. Section 2 provides single-group analyses applications including two first-order confirmatory factor analytic (CFA) models, one second-order CFA model, and one full latent variable model. Section 3 presents multiple-group analyses applications with two rooted in the analysis of covariance structures and one in the analysis of mean and covariance structures. Two models that are increasingly popular with SEM practitioners, construct validity and testing change over time using the latent growth curve, are presented in Section 4. The book concludes with a review of the use of bootstrapping to address non-normal data and a review of missing (or incomplete) data in Section 5. An ideal supplement for graduate level courses in psychology, education, business, and social and health sciences that cover the fundamentals of SEM with a focus on Amos, this practical text continues to be a favorite of both researchers and practitioners. A prerequisite of basic statistics through regression analysis is recommended but no exposure to either SEM or Amos is required.
Book Synopsis Handbook of Structural Equation Modeling by : Rick H. Hoyle
Download or read book Handbook of Structural Equation Modeling written by Rick H. Hoyle and published by Guilford Publications. This book was released on 2023-02-17 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This accessible volume presents both the mechanics of structural equation modeling (SEM) and specific SEM strategies and applications. The editor, along with an international group of contributors, and editorial advisory board are leading methodologists who have organized the book to move from simpler material to more statistically complex modeling approaches. Sections cover the foundations of SEM; statistical underpinnings, from assumptions to model modifications; steps in implementation, from data preparation through writing the SEM report; and basic and advanced applications, including new and emerging topics in SEM. Each chapter provides conceptually oriented descriptions, fully explicated analyses, and engaging examples that reveal modeling possibilities for use with readers' data. Many of the chapters also include access to data and syntax files at the companion website, allowing readers to try their hands at reproducing the authors' results"--
Book Synopsis Structural Equation Modeling by : Gregory R. Hancock
Download or read book Structural Equation Modeling written by Gregory R. Hancock and published by IAP. This book was released on 2013-03-01 with total page 702 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sponsored by the American Educational Research Association's Special Interest Group for Educational Statisticians This volume is the second edition of Hancock and Mueller’s highly-successful 2006 volume, with all of the original chapters updated as well as four new chapters. The second edition, like the first, is intended to serve as a didactically-oriented resource for graduate students and research professionals, covering a broad range of advanced topics often not discussed in introductory courses on structural equation modeling (SEM). Such topics are important in furthering the understanding of foundations and assumptions underlying SEM as well as in exploring SEM, as a potential tool to address new types of research questions that might not have arisen during a first course. Chapters focus on the clear explanation and application of topics, rather than on analytical derivations, and contain materials from popular SEM software.
Book Synopsis Research Design for Business & Management by : Siah Hwee Ang
Download or read book Research Design for Business & Management written by Siah Hwee Ang and published by SAGE. This book was released on 2013-09-30 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Design for Business & Management is a logical and practical book which makes no assumptions about your prior research knowledge. It will instead provide you with a clear understanding of the commonly used methods in business and management research, and enable you to tackle the fundamental elements of the research process. This book: contains conversation boxes which answer and discuss the typical research questions you may have focuses on the judgement calls that you will need to make in your research uniquely demonstrates the circular relationships between research elements ensuring that you can relate chapters to your research process in real life provides key insights into what the examiners and journals will look for in your research to help you get the best possible grades
Book Synopsis An Introduction to Latent Variable Growth Curve Modeling by : Terry E. Duncan
Download or read book An Introduction to Latent Variable Growth Curve Modeling written by Terry E. Duncan and published by Routledge. This book was released on 2013-05-13 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Multilevel and Longitudinal Modeling with IBM SPSS by : Ronald H. Heck
Download or read book Multilevel and Longitudinal Modeling with IBM SPSS written by Ronald H. Heck and published by Routledge. This book was released on 2013-08-22 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. It's ideal for courses on multilevel and longitudinal modeling, multivariate statistics, and research design taught in education, psychology, business, and sociology.
Book Synopsis Approaches to Measuring Human Behavior in the Social Environment by : William R. Nugent
Download or read book Approaches to Measuring Human Behavior in the Social Environment written by William R. Nugent and published by Routledge. This book was released on 2012-12-06 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make the best use of measurement approaches that gauge social behavior Here is a state-of-the-art examination of various approaches to measuring and assessing client functioning and specific aspects of clients’ social environments. It examines numerous age groups and ethnic populations and makes use of cutting-edge methodologies in its examinations of measuring depression in children, measuring “the neighborhood” from a child’s perspective, measuring and assessing family functioning, measuring spirituality, and measuring psychosocial problems in seriously mentally ill families. Helpful tables in each chapter make complex information easy to access and understand. Inside Approaches to Measuring Human Behavior in the Social Environment you’ll find: a psychometric evaluation of the Structured Clinical Interview for DSM-IV Childhood Diagnoses (KID-SCID) (with 4 tables) a clinical/psychometric perspective on using self-rating scales for assessing severely mentally ill individuals (with a chapter appendix and 2 tables) vital information on assessing the influence of tradition upon Chinese elders in order to provide culturally sensitive services (with 4 tables) a report on the psychometric properties of the Rap Music Attitude and Perception (RAP) Scale, an instrument designed to measure attitudes toward and perceptions of rap music (with 6 tables) a report on the assessment of self-esteem in people with severe mental illness (with 2 figures and 4 tables) a qualitative study of fourth and fifth graders’ views of the neighborhoods they live in (with 5 figures and 2 tables) an NIMH- and USDHHS-funded study examining the reliability and validity of the Preschool Symptom Self-Report (PRESS) which measures depression in maltreated young children (with 4 tables) a study of advances designed to improve the reliability/validity of the North Carolina Family Assessment Scale (NCFAS) as it relates to placement and the prediction of future placement within the context of Intensive Family Preservation Services (IFPS) (with 1 figure and 7 tables) conformatory factor analyses of the Secondary Traumatic Stress Scale (STSS) (with 3 figures and 4 tables) a report illustrating the development and empirical testing of the Spiritual Strategies Scale (SSS)—a measure of spiritual supports used by older adults in managing challenges in their lives (with 4 tables) an examination of the validity of college students’ responses to the Scale for the Identification of Acquaintance Rape Attitudes (SIARA), a measure designed to assess attitudes believed to be supportive of sexual violence within dating relationships (with 3 figures and 5 tables) Approaches to Measuring Human Behavior in the Social Environment is vital reading for master’s and PhD level social workers, psychologists, counselors, marriage and family therapists, psychiatrists, and researchers in these fields.
Book Synopsis Univariate and Multivariate General Linear Models by : Kevin Kim
Download or read book Univariate and Multivariate General Linear Models written by Kevin Kim and published by CRC Press. This book was released on 2006-10-11 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reviewing the theory of the general linear model (GLM) using a general framework, Univariate and Multivariate General Linear Models: Theory and Applications with SAS, Second Edition presents analyses of simple and complex models, both univariate and multivariate, that employ data sets from a variety of disciplines, such as the social and behavioral
Book Synopsis Statistical Power Analysis with Missing Data by : Adam Davey
Download or read book Statistical Power Analysis with Missing Data written by Adam Davey and published by Routledge. This book was released on 2009-08-20 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical power analysis has revolutionized the ways in which we conduct and evaluate research. Similar developments in the statistical analysis of incomplete (missing) data are gaining more widespread applications. This volume brings statistical power and incomplete data together under a common framework, in a way that is readily accessible to those with only an introductory familiarity with structural equation modeling. It answers many practical questions such as: How missing data affects the statistical power in a study How much power is likely with different amounts and types of missing data How to increase the power of a design in the presence of missing data, and How to identify the most powerful design in the presence of missing data. Points of Reflection encourage readers to stop and test their understanding of the material. Try Me sections test one’s ability to apply the material. Troubleshooting Tips help to prevent commonly encountered problems. Exercises reinforce content and Additional Readings provide sources for delving more deeply into selected topics. Numerous examples demonstrate the book’s application to a variety of disciplines. Each issue is accompanied by its potential strengths and shortcomings and examples using a variety of software packages (SAS, SPSS, Stata, LISREL, AMOS, and MPlus). Syntax is provided using a single software program to promote continuity but in each case, parallel syntax using the other packages is presented in appendixes. Routines, data sets, syntax files, and links to student versions of software packages are found at www.psypress.com/davey. The worked examples in Part 2 also provide results from a wider set of estimated models. These tables, and accompanying syntax, can be used to estimate statistical power or required sample size for similar problems under a wide range of conditions. Class-tested at Temple, Virginia Tech, and Miami University of Ohio, this brief text is an ideal supplement for graduate courses in applied statistics, statistics II, intermediate or advanced statistics, experimental design, structural equation modeling, power analysis, and research methods taught in departments of psychology, human development, education, sociology, nursing, social work, gerontology and other social and health sciences. The book’s applied approach will also appeal to researchers in these areas. Sections covering Fundamentals, Applications, and Extensions are designed to take readers from first steps to mastery.
Book Synopsis Computer Vision – ECCV 2018 Workshops by : Laura Leal-Taixé
Download or read book Computer Vision – ECCV 2018 Workshops written by Laura Leal-Taixé and published by Springer. This book was released on 2019-01-22 with total page 743 pages. Available in PDF, EPUB and Kindle. Book excerpt: The six-volume set comprising the LNCS volumes 11129-11134 constitutes the refereed proceedings of the workshops that took place in conjunction with the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018.43 workshops from 74 workshops proposals were selected for inclusion in the proceedings. The workshop topics present a good orchestration of new trends and traditional issues, built bridges into neighboring fields, and discuss fundamental technologies and novel applications.
Book Synopsis Structural Equation Modeling by : David Kaplan
Download or read book Structural Equation Modeling written by David Kaplan and published by SAGE Publications. This book was released on 2008-07-23 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using detailed, empirical examples, Structural Equation Modeling, Second Edition, presents a thorough and sophisticated treatment of the foundations of structural equation modeling (SEM). It also demonstrates how SEM can provide a unique lens on the problems social and behavioral scientists face. Intended Audience While the book assumes some knowledge and background in statistics, it guides readers through the foundations and critical assumptions of SEM in an easy-to-understand manner.
Book Synopsis Handbook of Research Methods in International Relations by : Huddleston, R. J.
Download or read book Handbook of Research Methods in International Relations written by Huddleston, R. J. and published by Edward Elgar Publishing. This book was released on 2022-08-05 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: Drawing together international experts on research methods in International Relations (IR), this Handbook answers the complex practical questions for those approaching a new research topic for the first time. Innovative in its approach, it considers the art of IR research as well as the science, offering diverse perspectives on current research methods and emerging developments in the field.
Book Synopsis The Recovery-Stress Questionnaires by : Michael Kellmann
Download or read book The Recovery-Stress Questionnaires written by Michael Kellmann and published by Taylor & Francis. This book was released on 2024-07-09 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Recovery-Stress Questionnaires (RESTQs) identifies the current recovery-stress states and provides a complete picture of the actual extent of stress and recovery. Written to support those using the RESTQ, this manual offers advice on scope and application, facets of stress and recovery, versions and scoring, interpretation of results, and reliability and validity for each of the five forms of the questionnaire. The questionnaire is based on the hypothesis that an accumulation of stress in different areas of life, with insufficient opportunity for recovery, leads to a critical psychophysiological state. The RESTQ measures the frequency of current stress symptoms along with the frequency of recovery-associated activities to offer a differentiated picture of the current recovery-stress state. There are five forms of the RESTQ: a general version (RESTQ-Basic) with seven stress scales and five recovery scales is the foundation for the specific versions for athletes (RESTQ-Sport), for coaches (RESTQ-Coach), for children and adolescents (RESTQ-CA), and for the work context (RESTQ-Work). All versions take a modular structure and contain scales measuring specific aspects of stress and recovery in their field. These scales provide valuable information immediately on areas where improvement is needed in stress and recovery research across a range of applied settings. Drawing on experiences and scientific findings from sport to make them usable for an expanded understanding of recovery in the fields of health, work, and other related areas, this manual is written for the scientific community, applied psychologists and health scientists, and interested readers.
Book Synopsis Law, Politics and Family in ‘The Americans’ by : Austin Sarat
Download or read book Law, Politics and Family in ‘The Americans’ written by Austin Sarat and published by Emerald Group Publishing. This book was released on 2023-09-25 with total page 161 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interpreting The Americans through a socially charged lens, this special issue offers a compelling insight into the legal and cultural undertones of family dynamics, as well as those at the heart of conservative American politics.
