Download or read book Understanding Log linear Analysis with ILOG written by Roger Bakeman and published by Psychology Press. This book was released on 1994 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whenever data are categorical and their frequencies can be arrayed in multidimensional tables, log-linear analysis is appropriate. Like analysis of variance and multiple regression for quantitative data, log-linear analysis lets users ask which main effects and interactions affect an outcome of interest. Until recently, however, log-linear analysis seemed difficult -- accessible only to the statistically motivated and savvy. Designed for students and researchers who want to know more about this extension of the two-dimensional chi-square, this book introduces basic ideas in clear and straightforward prose and applies them to a core of example studies. ILOG -- a software program that runs on IBM compatible personal computers -- is included with this volume. This interactive program lets readers work through and explore examples provided throughout the book. Because ILOG is capable of serious log-linear analyses, readers gain not only understanding, but the means to put that understanding into practice as well.
Download or read book Understanding Log linear Analysis With Ilog written by Roger Bakeman and published by Psychology Press. This book was released on 2013-02-01 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whenever data are categorical and their frequencies can be arrayed in multidimensional tables, log-linear analysis is appropriate. Like analysis of variance and multiple regression for quantitative data, log-linear analysis lets users ask which main effects and interactions affect an outcome of interest. Until recently, however, log-linear analysis seemed difficult -- accessible only to the statistically motivated and savvy. Designed for students and researchers who want to know more about this extension of the two-dimensional chi-square, this book introduces basic ideas in clear and straightforward prose and applies them to a core of example studies. ILOG -- a software program that runs on IBM compatible personal computers -- is included with this volume. This interactive program lets readers work through and explore examples provided throughout the book. Because ILOG is capable of serious log-linear analyses, readers gain not only understanding, but the means to put that understanding into practice as well.
Download or read book Log Linear Modeling written by Alexander von Eye and published by John Wiley & Sons. This book was released on 2014-08-21 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: An easily accessible introduction to log-linear modeling for non-statisticians Highlighting advances that have lent to the topic's distinct, coherent methodology over the past decade, Log-Linear Modeling: Concepts, Interpretation, and Application provides an essential, introductory treatment of the subject, featuring many new and advanced log-linear methods, models, and applications. The book begins with basic coverage of categorical data, and goes on to describe the basics of hierarchical log-linear models as well as decomposing effects in cross-classifications and goodness-of-fit tests. Additional topics include: The generalized linear model (GLM) along with popular methods of coding such as effect coding and dummy coding Parameter interpretation and how to ensure that the parameters reflect the hypotheses being studied Symmetry, rater agreement, homogeneity of association, logistic regression, and reduced designs models Throughout the book, real-world data illustrate the application of models and understanding of the related results. In addition, each chapter utilizes R, SYSTAT®, and §¤EM software, providing readers with an understanding of these programs in the context of hierarchical log-linear modeling. Log-Linear Modeling is an excellent book for courses on categorical data analysis at the upper-undergraduate and graduate levels. It also serves as an excellent reference for applied researchers in virtually any area of study, from medicine and statistics to the social sciences, who analyze empirical data in their everyday work.
Download or read book Log Linear Models written by Ronald Christensen and published by . This book was released on 1990 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines log-linear models for contingency tables. It uses previous knowledge of analysis of variance and regression to motivate and explicate the use of log-linear models. It is a textbook primarily directed at advanced Masters degree students in statistics but can be used at both higher and lower levels. Outlines for introductory, intermediate and advanced courses are given in the preface. All the fundamental statistics for analyzing data using log-linear models is given.
Download or read book Log linear Models written by David Knoke and published by . This book was released on 2003 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Ordinal Log Linear Models written by Masako Ishii-Kuntz and published by SAGE Publications, Incorporated. This book was released on 1994-01-11 with total page 82 pages. Available in PDF, EPUB and Kindle. Book excerpt: What log-linear models can social scientists use to examine categorical variables whose attributes may be logically rank-ordered? In this book, the author presents a technique that is often overlooked but highly advantageous when dealing with such ordered variables as social class, political ideology and life satisfaction attitudes. Beginning with an introduction to the concept and measurement of ordinal models and a brief review of nominal log-linear analysis, the book provides a detailed description of the various ordinal models, including row effects, column effects, uniform association and uniform interaction models. Each model is illustrated with data from the National Survey of Families and Households, with which Ishii-Kuntz discusses
Download or read book Log Linear Models and Logistic Regression written by Ronald Christensen and published by Springer. This book was released on 1997-10-01 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: The primary focus here is on log-linear models for contingency tables, but in this second edition, greater emphasis has been placed on logistic regression. The book explores topics such as logistic discrimination and generalised linear models, and builds upon the relationships between these basic models for continuous data and the analogous log-linear and logistic regression models for discrete data. It also carefully examines the differences in model interpretations and evaluations that occur due to the discrete nature of the data. Sample commands are given for analyses in SAS, BMFP, and GLIM, while numerous data sets from fields as diverse as engineering, education, sociology, and medicine are used to illustrate procedures and provide exercises. Throughoutthe book, the treatment is designed for students with prior knowledge of analysis of variance and regression.
Download or read book Methods of Research in Sport Sciences written by Gershon Tenenbaum and published by Meyer & Meyer Verlag. This book was released on 2005 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt: The handbook consists of a solid theoretical and scientific rationale that is presented in a simple language, which both the beginning and advanced students can understand. It also presents a balance between quantitative and qualitative methods of research and analysis, and advocates for problem-focused methodology and mixed design when the questions asked by the researcher or the scientists require doing so. The most distinctive feature of the book is that the contents are presented in a hierarchy in terms of complexity. Therefore, the handbook can be used for teaching simple topics such as asking questions that deserve scientific methods of investigation, and simple statistical techniques, as well as complex multivariate methods of inquiry. The mathematical terms are presented in symbols and graphs only when the concepts were clarified in a simple language and friendly manner. Each of the chapters develops in a clear and sequential order, so that students and researchers accumulate knowledge based on concept mapping rather than memorization. The didactics of the book enable the learner to carry over the learning contents to other courses and apply them to other domains of interest.
Download or read book Handbook of Research Methods in Social and Personality Psychology written by Harry T. Reis and published by Cambridge University Press. This book was released on 2000-03-13 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume, first published in 2000, provides an overview of research methods in contemporary social psychology.
Download or read book Parents Cultural Belief Systems written by Sara Harkness and published by Guilford Press. This book was released on 1996-01-01 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: This illuminating new volume offers a multifaceted view of parenting cultural belief systems - their origins in culturally constructed parental experience, their expressions in parental practices, and their consequences for children's well-being and growth. Discussing issues with implications beyond the study of parenthood, the book shows how the analysis of child outcomes which relate to parents' cultural belief systems (or parental "ethnotheories") can provide valuable insights into the nature and meaning of family and self in society and, in some cases, a basis for culturally sensitive therapeutic interventions. Illuminating the powerful influence of parents' cultural belief systems on the health and development of children, this volume will be welcomed by a broad audience. Anthropologists and psychologists interested in cultural theory and the interface of self and society will find a rich source of ideas and information. Parent educators, family therapists, pediatricians, and others who deal with ethnically diverse populations will discover invaluable information on what makes parents think and act the way they do. The book can be used as a primary text for courses in cognitive anthropology and cultural psychology, and as an auxiliary text for culturally oriented courses in lifespan development, education, health, and human services.
Download or read book The Analysis of Change written by John Mordechai Gottman and published by Psychology Press. This book was released on 2013-02-01 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuity and change have been major concerns of the social and behavioral sciences -- in the study of human development and in the study of processes that unfold in various ways across time. There has been a veritable explosion of techniques for studying change over time which have fundamentally changed how we need to think of and study change. Unfortunately, many of the old precepts and beliefs are still among us. The field of methodology for the study of change is itself ready to change. Recently, there have been many analytic and conceptual developments questioning our cherished beliefs about the study of change. As such, how are individuals to think about issues and correctly analyze change? The chapters in this volume address these issues. Divided into two sections, this book deals with designs that analyze change in multiple subjects, and with change in single subjects and an interacting system. Papers presented in this volume are accessible to scientists who are not methodologists. The character of the papers are more like primers than basic treatises on methodology, written for other methodologists. It is time that people stop thinking in rigid ways about how to study change and be introduced to a range of many possibilities. Change, stability, order and chaos are elusive concepts. The pursuit of the laws of change must be approached in as flexible and creative a fashion as possible. This book should help to lead the way.
Download or read book Understanding Statistics in the Behavioral Sciences written by Roger Bakeman and published by Psychology Press. This book was released on 2005-03-23 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding Statistics in the Behavioral Sciences is designed to help readers understand research reports, analyze data, and familiarize themselves with the conceptual underpinnings of statistical analyses used in behavioral science literature. The authors review statistics in a way that is intended to reduce anxiety for students who feel intimidated by statistics. Conceptual underpinnings and practical applications are stressed, whereas algebraic derivations and complex formulas are reduced. New ideas are presented in the context of a few recurring examples, which allows readers to focus more on the new statistical concepts than on the details of different studies. The authors' selection and organization of topics is slightly different from the ordinary introductory textbook. It is motivated by the needs of a behavioral science student, or someone in clinical practice, rather than by formal, mathematical properties. The book begins with hypothesis testing and then considers how hypothesis testing is used in conjunction with statistical designs and tests to answer research questions. In addition, this book treats analysis of variance as another application of multiple regression. With this integrated, unified approach, students simultaneously learn about multiple regression and how to analyze data associated with basic analysis of variance and covariance designs. Students confront fewer topics but those they do encounter possess considerable more power, generality, and practical importance. This integrated approach helps to simplify topics that often cause confusion. Understanding Statistics in the Behavioral Sciences features:*Computer-based exercises, many of which rely on spreadsheets, help the reader perform statistical analyses and compare and verify the results using either SPSS or SAS. These exercises also provide an opportunity to explore definitional formulas by altering raw data or terms within a formula and immediately see the consequences thus providing a deeper understanding of the basic concepts. *Key terms and symbols are boxed when first introduced and repeated in a glossary to make them easier to find at review time. *Numerous tables and graphs, including spreadsheet printouts and figures, help students visualize the most critical concepts. This book is intended as a text for introductory behavioral science statistics. It will appeal to instructors who want a relatively brief text. The book's active approach to learning, works well both in the classroom and for individual self-study.
Download or read book Sequential Analysis and Observational Methods for the Behavioral Sciences written by Roger Bakeman and published by Cambridge University Press. This book was released on 2011-10-10 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Behavioral scientists – including those in psychology, infant and child development, education, animal behavior, marketing and usability studies – use many methods to measure behavior. Systematic observation is used to study relatively natural, spontaneous behavior as it unfolds sequentially in time. This book emphasizes digital means to record and code such behavior; while observational methods do not require them, they work better with them. Key topics include devising coding schemes, training observers and assessing reliability, as well as recording, representing and analyzing observational data. In clear and straightforward language, this book provides a thorough grounding in observational methods along with considerable practical advice. It describes standard conventions for sequential data and details how to perform sequential analysis with a computer program developed by the authors. The book is rich with examples of coding schemes and different approaches to sequential analysis, including both statistical and graphical means.
Download or read book Observing Interaction written by Roger Bakeman and published by Cambridge University Press. This book was released on 1997-03-13 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mothers and infants exchanging gleeful vocalizations, married couples discussing their problems, children playing, birds courting and monkeys fighting have this in common: their interactions with others unfold over time. Almost anyone who is interested can observe and describe such phenomena. But usually scientists demand more. They want observations that are replicable and amenable to scientific analysis, while still faithful to the dynamics of the phenomena studied. This book provides a straightforward introduction to scientific methods for observing social behavior. Because of the importance of time in the dynamics of social interaction, sequential approaches to analyzing and understanding social behavior are emphasized. An advanced knowledge of statistical analysis is not required. Instead, the authors present fundamental concepts and offer practical advice.
Download or read book Advanced Methods in Family Therapy Research written by Richard B Miller and published by Routledge. This book was released on 2013-12-17 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research is vital in moving the field of family therapy forward, but the myriad of possibilities inherent in working with systems and individuals can overwhelm even the most seasoned researcher. Advanced Methods in Family Therapy Research is the best resource to address the day-to-day questions that researchers have as they investigate couples and families, and the best source for learning long-term theory and methodology. The contributors of this volume share their wisdom on a wide variety of topics including validity concerns, measuring interpersonal process and relational change, dyadic data analysis (demonstrated through a sample research study), mixed methods studies, and recruitment and retention. The volume contains one of the most detailed descriptions of data collections and covers interviewing, using questionnaires, and observing brain activity. Also addressed are suggestions to meaningfully reduce cultural bias, to conduct ethical research, and, in the Health Services Research chapter, to examine interventions for clients in various income brackets. A separate, ground-breaking chapter also addresses psychophysiological research in a couple and family therapeutic context. As an added benefit, readers will learn how to become informed consumers of journal articles and studies, how to produce quality, publishable research, and how to write fundable grant proposals. Each chapter provides a clear and detailed guide for students, researchers, and professionals, and as a whole Advanced Methods in Family Therapy Research advances the field by teaching readers how to provide evidence that marriage and family therapy not only relieves symptoms, but also effects behavioral change in all family members.
Download or read book Collaborative Cognition written by David J. Bearison and published by Bloomsbury Publishing USA. This book was released on 2001-11-30 with total page 187 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human cognition increasingly is coming to be understood and studied as something that does not necessarily reside within individuals, but rather as something that evolves through interpersonal communication. Using the interpersonal event as the unit of analysis, the authors of Collaborative Cognition examine how children interactively co-construct knowledge and ways of knowing in social contexts. In an illustration of the idea that thinking is as much interactive as self-reflective--one that supports the cognitive developmental theories of Jean Piaget and Lev Vygotsky--this important new study examines the social origins of thought, and the inherently discursive nature of thinking itself. The social context in question was created by the authors, who showed to pairs of children a variety of game materials and asked them to collaborate on creating a board game. Negotiating the co-construction of a game, back and forth, turn by turn, enabled the children to construct jointly a series of mutually obligatory goals and rules that sequentially defined the evolution of increasingly more complex modes of play. This innovative use of sequential analyses to study evolving streams of conversation discourse represents a fully process-oriented, rather than outcome-oriented, approach to studying cognitive development.
Download or read book Couple Observational Coding Systems written by Patricia K. Kerig and published by Routledge. This book was released on 2004-07-22 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: A companion volume to Family Observational Coding Systems, this book moves from the triad to the dyad and provides a showcase for significant developments in the coding of intimate couple interactions. The hope is that this book will contribute to the broadening and deepening of the field by disseminating information both about the coding systems that have been developed, as well as the conceptual and methodological issues involved in couple observational research. The first three chapters present overviews of conceptual and methodological issues in the study of couple processes. The remaining chapters describe contributions to the field by 16 teams of researchers. Each chapter provides information about the conceptual underpinnings and structure of the coding system developed by the authors and evidence for its psychometric properties. Couple Observational Coding Systems will be of interest to researchers studying couple interactions as well as clinicians who work with couples.
