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Factor Analysis At 100

Author: Robert Cudeck
Publisher: Routledge
ISBN: 1135594031
Size: 80.59 MB
Format: PDF
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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.

The Sage Handbook Of Quantitative Methods In Psychology

Author: Roger E Millsap
Publisher: SAGE
ISBN: 144620667X
Size: 64.92 MB
Format: PDF, Mobi
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`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.

Handbook Of Developmental Research Methods

Author: Brett Laursen
Publisher: Guilford Press
ISBN: 1609189515
Size: 63.46 MB
Format: PDF, ePub
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Appropriate for use in developmental research methods or analysis of change courses, this is the first methods handbook specifically designed to meet the needs of those studying development. Leading developmental methodologists present cutting-edge analytic tools and describe how and when to use them, in accessible, nontechnical language. They also provide valuable guidance for strengthening developmental research with designs that anticipate potential sources of bias. Throughout the chapters, research examples demonstrate the procedures in action and give readers a better understanding of how to match research questions to developmental methods. The companion website (www.guilford.com/laursen-materials) supplies data and program syntax files for many of the chapter examples.

The Wiley Blackwell Handbook Of Individual Differences

Author: Tomas Chamorro-Premuzic
Publisher: John Wiley & Sons
ISBN: 9781444343113
Size: 26.17 MB
Format: PDF
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The Wiley-Blackwell Handbook of Individual Differences provides a comprehensive, up-to-date overview of recent research, current perspectives, practical applications, and likely future developments in individual differences. Brings together the work of the top global researchers within the area of individual differences, including Philip L. Ackerman, Ian J. Deary, Ed Diener, Robert Hogan, Deniz S. Ones and Dean Keith Simonton Covers methodological, theoretical and paradigm changes in the area of individual differences Individual chapters cover core areas of individual differences including personality and intelligence, biological causes of individual differences, and creativity and emotional intelligence

Aging And Cognition

Author: Hayden B. Bosworth
Publisher: Amer Psychological Assn
ISBN:
Size: 15.18 MB
Format: PDF, Docs
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Aging and Cognition takes an interdisciplinary look at cognitive aginghow it happens and how to study it. The first part of the book explores methods for measuring cognitive change, including how to study cohort effects. The second part explores the social and psychological factors associated with cognitive aging. And, finally, a brief concluding section explores how to use research findings to improve the everyday functioning of adultsa challenging task because everyday functioning relies on complex cognitive tasks, while most cognitive research measures only basic cognitive tasks.

Loose Leaf Version For How Children Develop

Author: Robert S. Siegler
Publisher: Macmillan Higher Education
ISBN: 1464145172
Size: 66.35 MB
Format: PDF, ePub, Mobi
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With How Children Develop, students get an up-to-date, topically-organized introduction to child development, presented by researchers and teachers who themselves are guiding the field into new directions. The authors emphasize fundamental principles, enduring themes, and important recent studies, avoiding excessive detail and making typically difficult topics easier to grasp. This thoroughly updated edition welcomes new co-author Jenny Saffran, and is accompanied by an expanded media package.

Oxford Handbook Of Methods In Positive Psychology

Author: Anthony D. Ong
Publisher: Oxford University Press, USA
ISBN:
Size: 20.12 MB
Format: PDF, ePub, Mobi
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In the short time since the publication of the Handbook of Positive Psychology esearch results on the psychology of human strengths have proliferated. However, no major volume has documented the methods and theory used to achieve these results. Oxford Handbook of Methods in Positive Psychology fills this need, providing a broad overview of diverse contemporary methods in positive psychology. With contributions from both leading scholars and promising young investigators, the handbook serves to illuminate and, at times, challenge traditional approaches. Incorporating multiple levels of analysis, from biology to culture, the contributors present state-of-the art techniques, including those for estimating variability and change at the level of the individual, identifying reliability of measurements within and across individuals, and separating individual differences in growth from aspects of phenomena that exhibit shorter-term variability over time. The volume covers such topics as wisdom, health, hope, resilience, religion, relationships, emotions, well-being, character strengths, and laughter. It enhances our understanding of the balance between human deficits and strengths and demonstrates their connections to other problems. Oxford Handbook of Methods in Positive Psychology will be the essential reference for methods in positive psychology.

Handbook Of Multimethod Measurement In Psychology

Author: Michael Eid
Publisher: Amer Psychological Assn
ISBN:
Size: 51.12 MB
Format: PDF
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Provides a single, understandable resource for learning the meaning, advantages, and limitations of different methods. This volume discusses theoretical concepts, then lays out the important measurement tools - including global self-assessment, informant assessment, observational methods, and nonreactive methods, and more