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Lisrel Approaches To Interaction Effects In Multiple Regression
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Book Synopsis LISREL Approaches to Interaction Effects in Multiple Regression by : James Jaccard
Download or read book LISREL Approaches to Interaction Effects in Multiple Regression written by James Jaccard and published by SAGE. This book was released on 1996-03-21 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: With detailed examples, this book demonstrates the use of the computer program LISREL and how it can be applied to the analysis of interactions in regression frameworks. The authors consider a wide range of applications including: qualitative moderator variables; longitudinal designs; and product term analysis. They describe different types of measurement error and then present a discussion of latent variable representations of measurement error which serves as the foundation for the analyses described in later chapters. Finally they offer a brief introduction to LISREL and show how it can be used to execute the analyses. Readers can use this book without any prior training in LISREL and will find it an excellent introduction to analytic methods that deal with the problem of measurement error in the analysis of interactions.
Book Synopsis Interaction Effects in Multiple Regression by : James Jaccard
Download or read book Interaction Effects in Multiple Regression written by James Jaccard and published by SAGE. This book was released on 2003-03-05 with total page 108 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a practical introduction to conducting analyses of interaction effects in the context of multiple regression. This new edition expands coverage on the analysis of three-way interactions in multiple regression analysis.
Book Synopsis Interaction and Nonlinear Effects in Structural Equation Modeling by : Randall E. Schumacker
Download or read book Interaction and Nonlinear Effects in Structural Equation Modeling written by Randall E. Schumacker and published by Routledge. This book was released on 2017-07-05 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a comprehensive presentation of the various procedures currently available for testing interaction and nonlinear effects in structural equation modeling. By focusing on various software applications, the reader should quickly be able to incorporate one of the procedures into testing interaction or nonlinear effects in their own model. Although every attempt is made to keep mathematical details to a minimum, it is assumed that the reader has mastered the equivalent of a graduate-level multivariate statistics course which includes adequate coverage of structural equation modeling. This book will be of interest to researchers and practitioners in education and the social sciences.
Book Synopsis Interaction Effects in Multiple Regression by :
Download or read book Interaction Effects in Multiple Regression written by and published by . This book was released on 1991 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The SAGE Handbook of Quantitative Methods in Psychology by : Roger E Millsap
Download or read book The SAGE Handbook of Quantitative Methods in Psychology written by Roger E Millsap and published by SAGE Publications. This book was released on 2009-08-05 with total page 801 pages. Available in PDF, EPUB and Kindle. Book excerpt: `I often... wonder to myself whether the field needs another book, handbook, or encyclopedia on this topic. In this case I think that the answer is truly yes. The handbook is well focused on important issues in the field, and the chapters are written by recognized authorities in their fields. The book should appeal to anyone who wants an understanding of important topics that frequently go uncovered in graduate education in psychology' - David C Howell, Professor Emeritus, University of Vermont Quantitative psychology is arguably one of the oldest disciplines within the field of psychology and nearly all psychologists are exposed to quantitative psychology in some form. While textbooks in statistics, research methods and psychological measurement exist, none offer a unified treatment of quantitative psychology. The SAGE Handbook of Quantitative Methods in Psychology does just that. Each chapter covers a methodological topic with equal attention paid to established theory and the challenges facing methodologists as they address new research questions using that particular methodology. The reader will come away from each chapter with a greater understanding of the methodology being addressed as well as an understanding of the directions for future developments within that methodological area. Drawing on a global scholarship, the Handbook is divided into seven parts: Part One: Design and Inference: addresses issues in the inference of causal relations from experimental and non-experimental research, along with the design of true experiments and quasi-experiments, and the problem of missing data due to various influences such as attrition or non-compliance. Part Two: Measurement Theory: begins with a chapter on classical test theory, followed by the common factor analysis model as a model for psychological measurement. The models for continuous latent variables in item-response theory are covered next, followed by a chapter on discrete latent variable models as represented in latent class analysis. Part Three: Scaling Methods: covers metric and non-metric scaling methods as developed in multidimensional scaling, followed by consideration of the scaling of discrete measures as found in dual scaling and correspondence analysis. Models for preference data such as those found in random utility theory are covered next. Part Four: Data Analysis: includes chapters on regression models, categorical data analysis, multilevel or hierarchical models, resampling methods, robust data analysis, meta-analysis, Bayesian data analysis, and cluster analysis. Part Five: Structural Equation Models: addresses topics in general structural equation modeling, nonlinear structural equation models, mixture models, and multilevel structural equation models. Part Six: Longitudinal Models: covers the analysis of longitudinal data via mixed modeling, time series analysis and event history analysis. Part Seven: Specialized Models: covers specific topics including the analysis of neuro-imaging data and functional data-analysis.
Book Synopsis Interaction Effects in Linear and Generalized Linear Models by : Robert L. Kaufman
Download or read book Interaction Effects in Linear and Generalized Linear Models written by Robert L. Kaufman and published by SAGE Publications. This book was released on 2018-09-06 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering a clear set of workable examples with data and explanations, Interaction Effects in Linear and Generalized Linear Models is a comprehensive and accessible text that provides a unified approach to interpreting interaction effects. The book develops the statistical basis for the general principles of interpretive tools and applies them to a variety of examples, introduces the ICALC Toolkit for Stata (downloadable from the Robert L. Kaufman’s website), and offers a series of start-to-finish application examples to show students how to interpret interaction effects for a variety of different techniques of analysis, beginning with OLS regression. The data sets and the Stata code to reproduce the results of the application examples are available online.
Book Synopsis New Developments and Techniques in Structural Equation Modeling by : George A. Marcoulides
Download or read book New Developments and Techniques in Structural Equation Modeling written by George A. Marcoulides and published by Psychology Press. This book was released on 2001-03 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: The revision of this edited volume introduces the latest issues and developments in SEM techniques. The book provides an understanding and working knowledge of advanced SEM techniques with a minimum of mathematical derivations. Includes cases & examples.
Book Synopsis New Directions in the Study of Late Life Religiousness and Spirituality by : Susan H. Mcfadden
Download or read book New Directions in the Study of Late Life Religiousness and Spirituality written by Susan H. Mcfadden and published by Routledge. This book was released on 2014-05-01 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examine the questions of “how,” “what,” and “why” associated with religiousness and spirituality in the lives of older adults! New Directions in the Study of Late Life Religiousness and Spirituality explores new ways of thinking about a topic that was once taboo but that has now attracted considerable attention from the gerontological community. It examines various approaches to methodology and definition that are used in the study of religion, spirituality, and aging. In addition, it explores the ways that gerontological research can highlight the role of religion and spirituality in the lives of older adults. The first section will introduce you to new ways of thinking about research methodology and data analysis that can be applied to studying the complexity of older adults' religious/spiritual practice and beliefs. You'll learn several approaches to the study of phenomena that are both personal and also deeply embedded in community. The second section addresses issues of definition, exploring important questions that call for critical reflection, such as: “What are we studying?” “What social and psychological influences shape our thinking about definition?” and “Do the definitions used by gerontologists match those held by older people?” The final section moves the study of religion, spirituality, and aging beyond a focus on health and mortality to examine well-being more broadly in the context of the life experiences of older adults. Here is a small sample of what you'll learn about in New Directions in the Study of Late Life Religiousness and Spirituality: structural equation modeling—a statistical method designed to capture the dynamics inherent in the passage of time feminist qualitative methods for studying spiritual resiliency in older women spirituality as a public health issue the differences between groups of older people in the way they define religion and spirituality the psychosocial implications of two types of religious orientation—“dwelling” and “seeking” older women's responses to the experience of widowhood and to the question of whether their religious beliefs were affected by the experience how social context influences our decisions and our interpretations of people's religious beliefs, behaviors, and experiences the ways that people caring for a spouse with dementia rely on religious coping a model that delineates three different ways people relate to God in coping—and a study that asks whether these types of coping produce different outcomes for caregivers how people adjust to bereavement as a function of their beliefs about an afterlife
Book Synopsis Linear Regression by : Damodar N. Gujarati
Download or read book Linear Regression written by Damodar N. Gujarati and published by SAGE Publications. This book was released on 2018-06-14 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: Taking the reader step-by-step through the intricacies, theory and practice of regression analysis, Damodar N. Gujarati uses a clear style that doesn’t overwhelm the reader with abstract mathematics.
Book Synopsis Applying Regression and Correlation by : Jeremy Miles
Download or read book Applying Regression and Correlation written by Jeremy Miles and published by SAGE. This book was released on 2001-03-08 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Takes a look at applying regression analysis in the behavioural sciences by introducing the reader to regression analysis through a simple model-building approach.
Book Synopsis Factor Analysis at 100 by : Robert Cudeck
Download or read book Factor Analysis at 100 written by Robert Cudeck and published by Routledge. This book was released on 2007-03-06 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: Factor analysis is one of the success stories of statistics in the social sciences. The reason for its wide appeal is that it provides a way to investigate latent variables, the fundamental traits and concepts in the study of individual differences. Because of its importance, a conference was held to mark the centennial of the publication of Charles Spearman's seminal 1904 article which introduced the major elements of this invaluable statistical tool. This book evolved from that conference. It provides a retrospective look at major issues and developments as well as a prospective view of future directions in factor analysis and related methods. In so doing, it demonstrates how and why factor analysis is considered to be one of the methodological pillars of behavioral research. Featuring an outstanding collection of contributors, this volume offers unique insights on factor analysis and its related methods. Several chapters have a clear historical perspective, while others present new ideas along with historical summaries. In addition, the book reviews some of the extensions of factor analysis to such techniques as latent growth curve models, models for categorical data, and structural equation models. Factor Analysis at 100 will appeal to graduate students and researchers in the behavioral, social, health, and biological sciences who use this technique in their research. A basic knowledge of factor analysis is required and a working knowledge of linear algebra is helpful.
Book Synopsis Modern Methods for Robust Regression by : Robert Andersen
Download or read book Modern Methods for Robust Regression written by Robert Andersen and published by SAGE. This book was released on 2008 with total page 129 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offering an in-depth treatment of robust and resistant regression, this volume takes an applied approach and offers readers empirical examples to illustrate key concepts.
Book Synopsis Propensity Score Methods and Applications by : Haiyan Bai
Download or read book Propensity Score Methods and Applications written by Haiyan Bai and published by SAGE Publications. This book was released on 2018-11-20 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise, introductory text, Propensity Score Methods and Applications describes propensity score methods (PSM) and how they are used to balance the distributions of observed covariates between treatment conditions as a means to reduce selection bias. This new QASS title specifically focuses on the procedures of implementing PSM for research in social sciences, instead of merely demonstrating the effectiveness of the method. Using succinct and approachable language to introduce the basic concepts of PSM, authors Haiyan Bai and M. H. Clark present basic concepts, assumptions, procedures, available software packages, and step-by-step examples for implementing PSM using real-world data, with exercises at the end of each chapter allowing readers to replicate examples on their own.
Book Synopsis Methods of Randomization in Experimental Design by : Valentim R. Alferes
Download or read book Methods of Randomization in Experimental Design written by Valentim R. Alferes and published by SAGE Publications. This book was released on 2012-10-01 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Methods of Randomization in Experimental Design, author Valentim R. Alferes presents the main procedures of random assignment and local control in between-subjects experimental designs and the counterbalancing schemes in within-subjects or cross-over experimental designs. Alferes uses a pedagogical strategy that allows the reader to implement all randomization methods by relying on the materials given in the appendices and using common features included in most word processor software. A companion website at www.sagepub.com/alferes provides downloadable IBM SPSS and R versions of SCRAED, a package that performs simple and complex random assignment in experimental design, including the 18 randomization methods presented in Chapters 2 and 3.
Book Synopsis Interpreting and Comparing Effects in Logistic, Probit and Logit Regression by : Jacques A. P. Hagenaars
Download or read book Interpreting and Comparing Effects in Logistic, Probit and Logit Regression written by Jacques A. P. Hagenaars and published by SAGE Publications. This book was released on 2024-02-27 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interpreting and Comparing Effects in Logistic, Probit and Logit Regression shows applied researchers how to compare coefficient estimates from regression models for categorical dependent variables in typical research situations. It presents a practical, unified treatment of these problems, and considers the advantages and disadvantages of each approach, and when to use them.
Book Synopsis Multiple Regression in Practice by : William Dale Berry
Download or read book Multiple Regression in Practice written by William Dale Berry and published by SAGE. This book was released on 1985-05 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors provide a systematic treatment of the major problems involved in using regression analysis. They clearly and concisely discuss the consequences of violating the assumptions of the regression model, procedures for detecting violations, and strategies for dealing with these problems.
Book Synopsis Generalized Linear Models by : Jeff Gill
Download or read book Generalized Linear Models written by Jeff Gill and published by SAGE Publications. This book was released on 2019-05-14 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explaining the theoretical underpinning of generalized linear models, this text enables researchers to decide how to select the best way to adapt their data for this type of analysis, with examples to illustrate the application of GLM.
