Author: Robert E. McGrath
Publisher: American Psychological Association (APA)
ISBN: 9781433809590
Category : Psychology
Languages : en
Pages : 0
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Book Description
Robert E. McGrath offers a comprehensive survey of quantitative methods and concepts in psychology that covers everything needed at the graduate level and beyond.
Author: Roger E Millsap
Publisher: SAGE Publications
ISBN: 141293091X
Category : Psychology
Languages : en
Pages : 801
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Book Description
`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.
Author: Roger E. Millsap
Publisher: Springer
ISBN: 9783319353777
Category : Social Science
Languages : en
Pages : 0
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Book Description
The 78th Annual Meeting of the Psychometric Society (IMPS) builds on the Psychometric Society's mission to share quantitative methods relevant to psychology. The chapters of this volume present cutting-edge work in the field. Topics include studies of item response theory, computerized adaptive testing, cognitive diagnostic modeling, and psychological scaling. Additional psychometric topics relate to structural equation modeling, factor analysis, causal modeling, mediation, missing data methods, and longitudinal data analysis, among others. The papers in this volume will be especially useful for researchers in the social sciences who use quantitative methods. Prior knowledge of statistical methods is recommended. The 78th annual meeting took place in Arnhem, The Netherlands between July 22nd and 26th, 2013. The previous volume to showcase work from the Psychometric Society’s Meeting is New Developments in Quantitative Psychology: Presentations from the 77th Annual Psychometric Society Meeting (Springer, 2014).
Author: Marie Wiberg
Publisher:
ISBN: 9783030747732
Category :
Languages : en
Pages : 0
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Book Description
This proceedings volume highlights the latest research and developments in psychometrics and statistics. It represents selected and peer-reviewed presentations given at the 85th Annual International Meeting of the Psychometric Society (IMPS), held virtually on July 13-17, 2020. The IMPS is one of the largest international meetings on quantitative measurement in education, psychology and the social sciences. It draws approximately 500 participants from around the world, featuring paper and poster presentations, symposiums, workshops, keynotes, and invited presentations. Leading experts and promising young researchers have written the included chapters. The chapters address a wide variety of topics including but not limited to item response theory, adaptive testing, Bayesian estimation, propensity scores, and cognitive diagnostic models. This volume is the 9th in a series of recent works to cover research presented at the IMPS.
Author: David W. Britt
Publisher: Psychology Press
ISBN: 1317779428
Category : Psychology
Languages : en
Pages : 230
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Book Description
When seeking to test specific hypotheses in large data sets, social and behavioral scientists often construct models. Although useful in such situations, many phenomena of interest do not occur in large samples and do not lend themselves to precise measurement. In addition, a focus on hypothesis testing can constrict the potential use of models as organizing devices for emerging patterns -- summaries of what we believe we know about the dynamics of situation. This book bridges the gap between "quantitative" and "qualitative" modelers to reconcile the need to impose rigor and to understand the influence of context. Although there are many different uses for models, there is also the realistic possibility of doing credible research without their use. A critical reexamination of the assumptions used in quantitatively-oriented models, however, suggests ways to increase their effectiveness as organizers of both quantitative and qualitative data. Students of methods in psychology, sociology, education, management, social work, and public health -- and their instructors -- are increasingly expected to become familiar with both quantitative and qualitative approaches. Unfortunately, they find few vehicles for communication regarding the implications of overlapping work between the two approaches. Using models as organizing devices for a better dialogue between assumptions and data might facilitate this communication process.
Author: Zazie Todd
Publisher: Psychology Press
ISBN: 1134663854
Category : Psychology
Languages : en
Pages : 256
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Book Description
Looks in detail at the problems involved in attempting to reconcile qualitative and quantitative methods, providing both theoretical and methodological guidance as well as practical examples of how methods can be fruitfully combined.
Author: Jaan Valsiner Kevin J. Connolly
Publisher: SAGE
ISBN: 9781446239902
Category : Psychology
Languages : en
Pages : 724
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Book Description
`This is an impressive work... and will provide the advanced reader with a rich source of theory and evidence. There is a huge amount to be got from the book and I suspect it will become a key work' - J Gavin Bremner, Department of Psychology, Lancaster University The Handbook of Developmental Psychology is a comprehensive, authoritative yet frontier-pushing overview of the study of human development presented in a single-volume format. It is ideal for experienced individuals wishing for an up-to-date survey of the central themes prevalent to developmental psychology, both past and present, and for those seeking a reference work to help appreciate the subject for the first time. The insightful contributions from world-leading developmental psychologists successfully and usefully integrate different perspectives to studying the subject, following a systematic life-span structure, from pre-natal development through to old age in human beings. The Handbook then concludes with a substantive section on the methodological approaches to the study of development, focusing on both qualitative and quantitative techniques. This unique reference work will be hugely influential for anyone needing or wishing for a broad, yet enriched understanding of this fascinating subject. It will be a particularly invaluable resource for academics and researchers in the fields of developmental psychology, education, parenting, cultural and biological psychology and anthropology.
Author: Irving B. Weiner
Publisher: John Wiley & Sons
ISBN: 1118282027
Category : Psychology
Languages : en
Pages : 786
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Book Description
Psychology is of interest to academics from many fields, as well as to the thousands of academic and clinical psychologists and general public who can't help but be interested in learning more about why humans think and behave as they do. This award-winning twelve-volume reference covers every aspect of the ever-fascinating discipline of psychology and represents the most current knowledge in the field. This ten-year revision now covers discoveries based in neuroscience, clinical psychology's new interest in evidence-based practice and mindfulness, and new findings in social, developmental, and forensic psychology.
Author: Dennis M. Buede
Publisher: John Wiley & Sons
ISBN: 1119984033
Category : Computers
Languages : en
Pages : 469
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Book Description
The Engineering Design of Systems Comprehensive resource covering methods to design, verify, and validate systems with a model-based approach, addressing engineering of current software-centric systems The newly revised and updated Fourth Edition of The Engineering Design of Systems includes content addressing model-based systems engineering, digital engineering, digital threads, AI, SysML 1.0 and 2.0, digital twins, and GENESYS software. The authors explore system and software-centric architecture, allocations, and logical and physical architecture development, including revised terminologies for a variety of subsections throughout. Composed of 15 chapters, this book includes important new sections on modeling approaches for middle-out engineering, reverse engineering, and agile systems engineering, with a separate section on emerging trends within systems engineering to explore the most update-to-date methods. The authors include comprehensive diagrams and a separate chapter on a complete exercise of the System Engineering process, ranging from the operational concept to integration and qualification. To aid in reader comprehension and retention of concepts, the text is embedded with problems at the end of each chapter, along with relevant case studies. Sample topics covered in The Engineering Design of Systems include: Structural system models to executable models, verification and validation on systems of systems, and external systems and context modeling Digital engineering, digital threads, artificial/augmented intelligence (AI), stakeholder requirements, and scientific foundations for systems engineering Quantifying a context and external systems’ model, including intended and unintended inputs, both deterministic and non-deterministic Functional architecture development, logical and physical architecture development, allocated architecture development, interface design, and decision analysis for design trades The Engineering Design of Systems is highly suitable as a main text for undergraduate and graduate students studying courses in system engineering design, systems architecture, and systems integration. The text is also valuable as a reference for practicing system architects, systems engineers, industrial engineers, engineering management professionals, and systems integrators.
Author: Richard W. Robins
Publisher: Guilford Press
ISBN: 1606236563
Category : Psychology
Languages : en
Pages : 737
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Book Description
Bringing together leading investigators, this comprehensive handbook is a one-stop reference for anyone planning or conducting research on personality. It provides up-to-date analyses of the rich array of methodological tools available today, giving particular attention to real-world theoretical and logistical challenges and how to overcome them. In chapters filled with detailed, practical examples, readers are shown step by step how to formulate a suitable research design, select and use high-quality measures, and manage the complexities of data analysis and interpretation. Coverage ranges from classic methods like self-report inventories and observational procedures to such recent innovations as neuroimaging and genetic analyses.
