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Author: Leslie A. Hayduk
Publisher: JHU Press
ISBN: 9780801853364
Category : Mathematics
Languages : en
Pages : 288
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Book Description
A more appropriate Monte-Carlo-test model is proposed and a brief review of the recent literature is provided.
Author: Leslie A. Hayduk
Publisher: JHU Press
ISBN: 9780801853364
Category : Mathematics
Languages : en
Pages : 288
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Book Description
A more appropriate Monte-Carlo-test model is proposed and a brief review of the recent literature is provided.
Author: Adamantios Diamantopoulos
Publisher: SAGE
ISBN: 9780761951711
Category : Computers
Languages : en
Pages : 196
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Book Description
`If you encounter a research student for whom the very word LISREL induces feelings of fear, quietly recommend that they read this book. They will thank you for it. With increasingly user-friendly versions of LISREL being released and guide books such as this published, LISREL really should be accessible to all' - European Journal of MarketingEmphasizing substantive issues rather than intricate statistical details, this book provides a comprehensive introduction to LISREL for structural equation modeling (SEM) using a non-technical, user-oriented approach that. The emphasis is on:- exposing the reader to the major steps associated with the formulation and testing of a model under the LISREL framework- describing the key decisions associated with each step- highlighting potential problems and limitations associated with LISREL modeling- assisting the interpretation of LISREL input and output files.The overall aim is to provide a critical understanding of what is really involved in LISREL modeling and sensitize the reader against `mechanically' fitting or modifying models.The entire range of decisions associated with the practical application of the LISREL program is covered in a user-friendly fashion. Concrete examples are used throughout to illustrate issues relating to model conceptualization, specification, identification, estimation, evaluation, modification, and cross-validation and illustrated with actual program output.The program is made much more accessible by adopting the more user-friendly SIMPLIS command language for preparing input files. Although primarily aimed at beginning users, readers are directed to further reading together with a comprehensive bibliography for the more advanced user.
Author: Jeremy Miles
Publisher: SAGE
ISBN: 9780761962304
Category : Mathematics
Languages : en
Pages : 266
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Book Description
Takes a look at applying regression analysis in the behavioural sciences by introducing the reader to regression analysis through a simple model-building approach.
Author: Bruce H. Pugesek
Publisher: Cambridge University Press
ISBN: 1139435396
Category : Nature
Languages : en
Pages : 427
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Book Description
Structural equation modelling (SEM) is a technique that is used to estimate, analyse and test models that specify relationships among variables. The ability to conduct such analyses is essential for many problems in ecology and evolutionary biology. This book begins by explaining the theory behind the statistical methodology, including chapters on conceptual issues, the implementation of an SEM study and the history of the development of SEM. The second section provides examples of analyses on biological data including multi-group models, means models, P-technique and time-series. The final section of the book deals with computer applications and contrasts three popular SEM software packages. Aimed specifically at biological researchers and graduate students, this book will serve as valuable resource for both learning and teaching the SEM methodology. Moreover, data sets and programs that are presented in the book can also be downloaded from a website to assist the learning process.
Author: Yaacov Petscher
Publisher: Routledge
ISBN: 113626633X
Category : Education
Languages : en
Pages : 389
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Book Description
To say that complex data analyses are ubiquitous in the education and social sciences might be an understatement. Funding agencies and peer-review journals alike require that researchers use the most appropriate models and methods for explaining phenomena. Univariate and multivariate data structures often require the application of more rigorous methods than basic correlational or analysis of variance models. Additionally, though a vast set of resources may exist on how to run analysis, difficulties may be encountered when explicit direction is not provided as to how one should run a model and interpret results. The mission of this book is to expose the reader to advanced quantitative methods as it pertains to individual level analysis, multilevel analysis, item-level analysis, and covariance structure analysis. Each chapter is self-contained and follows a common format so that readers can run the analysis and correctly interpret the output for reporting.
Author: Jichuan Wang
Publisher: John Wiley & Sons
ISBN: 111942271X
Category : Mathematics
Languages : en
Pages : 538
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Book Description
Presents a useful guide for applications of SEM whilst systematically demonstrating various SEM models using Mplus Focusing on the conceptual and practical aspects of Structural Equation Modeling (SEM), this book demonstrates basic concepts and examples of various SEM models, along with updates on many advanced methods, including confirmatory factor analysis (CFA) with categorical items, bifactor model, Bayesian CFA model, item response theory (IRT) model, graded response model (GRM), multiple imputation (MI) of missing values, plausible values of latent variables, moderated mediation model, Bayesian SEM, latent growth modeling (LGM) with individually varying times of observations, dynamic structural equation modeling (DSEM), residual dynamic structural equation modeling (RDSEM), testing measurement invariance of instrument with categorical variables, longitudinal latent class analysis (LLCA), latent transition analysis (LTA), growth mixture modeling (GMM) with covariates and distal outcome, manual implementation of the BCH method and the three-step method for mixture modeling, Monte Carlo simulation power analysis for various SEM models, and estimate sample size for latent class analysis (LCA) model. The statistical modeling program Mplus Version 8.2 is featured with all models updated. It provides researchers with a flexible tool that allows them to analyze data with an easy-to-use interface and graphical displays of data and analysis results. Intended as both a teaching resource and a reference guide, and written in non-mathematical terms, Structural Equation Modeling: Applications Using Mplus, 2nd edition provides step-by-step instructions of model specification, estimation, evaluation, and modification. Chapters cover: Confirmatory Factor Analysis (CFA); Structural Equation Models (SEM); SEM for Longitudinal Data; Multi-Group Models; Mixture Models; and Power Analysis and Sample Size Estimate for SEM. Presents a useful reference guide for applications of SEM while systematically demonstrating various advanced SEM models Discusses and demonstrates various SEM models using both cross-sectional and longitudinal data with both continuous and categorical outcomes Provides step-by-step instructions of model specification and estimation, as well as detailed interpretation of Mplus results using real data sets Introduces different methods for sample size estimate and statistical power analysis for SEM Structural Equation Modeling is an excellent book for researchers and graduate students of SEM who want to understand the theory and learn how to build their own SEM models using Mplus.
Author: Geoffrey Maruyama
Publisher: SAGE
ISBN: 9780803974098
Category : Social Science
Languages : en
Pages : 332
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Book Description
With the availability of software programs, such as LISREL, EQS, and AMOS, modelling (SEM) techniques have become a popular tool for formalized presentation of the hypothesized relationships underlying correlational research and test for the plausibility of the hypothesizing for a particular data set. However, the popularity of these techniques has often led to misunderstandings of them and even their misuse, particularly by students exposed to them for the first time. Through the use of careful narrative explanation, Maruyama's text describes the logic underlying SEM approaches, describes how SEM approaches relate to techniques like regression and factor analysis, analyzes the strengths and shortcomings of SEM as compared to alternative methodologies, and explores the various methodologies for analyzing structural equation data. In addition, Maruyama provides carefully constructed exercises both within and at the end of chapters.
Author: Cynthia Jeffrey
Publisher: Elsevier
ISBN: 0762313935
Category : Business & Economics
Languages : en
Pages : 230
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Book Description
Research on Professional Responsibility and Ethics in Accounting" is devoted to publishing high-quality research and cases that focus on the professional responsibilities of accountants and how they deal with the ethical issues they face. The series features articles on a broad range of important and timely topics, including professionalism, social responsibility, ethical judgment, and accountability. The professional responsibilities of accountants are broad-based; they must serve clients and user groups whose needs, incentives, and goals may be in conflict. Further, accountants must interpret and apply codes of conduct, accounting and auditing principles, and securities regulations. Compliance with professional guidelines is judgment-based, and characteristics of the individual, the culture, and situations affect how these guidelines are interpreted and applied, as well as when they might be violated. Interactions between accountants, regulators, standard setters, and industries also have ethical components. Research into the nature of these interactions, resulting dilemmas, and how and why accountants resolve them, is the focus of this series. This title publishes annually.
Author: Rachel Kimerling
Publisher: Guilford Press
ISBN: 9781572307834
Category : Psychology
Languages : en
Pages : 488
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Book Description
Current research and clinical observations suggest pronounced gender-based differences in the ways people respond to traumatic events. Most notably, women evidence twice the rate of PTSD as men following traumatic exposure. This important volume brings together leading clinical scientists to analyze the current state of knowledge on gender and PTSD. Cogent findings are presented on gender-based differences and influences in such areas as trauma exposure, risk factors, cognitive and physiological processes, comorbidity, and treatment response. Going beyond simply cataloging gender-related data, the book explores how the research can guide us in developing more effective clinical services for both women and men. Incorporating cognitive, biological, physiological, and sociocultural perspectives, this is an essential sourcebook and text.
Author: Janice M. Morse
Publisher: SAGE
ISBN: 0761906010
Category : Medical
Languages : en
Pages : 415
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Book Description
What do I do after the data analysis is done? This is one of the questions that plague most writers doing qualitative research, and it is one of the key questions that inform this new work by Janice Morse, Director of the International Institute of Qualitative Methodology at the University of Alberta. Together with a contributor panel of 22 renowned and frequently-published qualitative research authors, Dr. Morse explores a wide range of topics, from the nuts and bolts (protecting participantsÆ confidentiality, finishing a project, developing the writing topic, finding other approaches), to the angst of the publishing process (critiquing qualitative research dealing with refection, responding to criticism), and from the methodological (linking qualitative and quantitative research, and performing participatory action research and qualitative meta-analysis) to application (generalizability in qualitative research, the politicking of research results, qualitative research in policy development). These discussions make Completing a Qualitative Project a perfect companion volume for Dr. MorseÆs early volumes, Qualitative Nursing Research and Critical Issues in Qualitative Research. WhatÆs more, since the development of the book provided for input from the contributors on the othersÆ chapters, each article combines the wisdom of the entire contributor panel and is followed by a dialogue on a related topic. These dialogues resulted from intense brainstorming sessions among the contributors. In perusing the book readers will be comforted to learn that they are not alone in their qualitative writing endeavors. Completing a Qualitative Project is intended to inform, support, cajole, and inspireùaltogether and enlightening read!
