Applications Of Nonlinear Dynamics To Developmental Process Modeling

Author : Karl M. Newell
Publisher : Psychology Press
ISBN 13 : 1317779126
Total Pages : 330 pages
Book Rating : 4.24/5 ( download)

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Download or read book Applications of Nonlinear Dynamics To Developmental Process Modeling written by Karl M. Newell and published by Psychology Press. This book was released on 2014-03-05 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been an increasing interest in the application of dynamical systems to the study of development over the last decade. The explosion of the dynamical systems framework in the physical and biological sciences has opened the door to a new Zeitgeist for studying development. This appeal to dynamical systems by developmentalists is natural given the intuitive links between the established fundamental problems of development and the conceptual and operational scope of nonlinear dynamical systems. This promise of a new approach and framework within which to study development has led to some progress in recent years but also a growing appreciation of the difficulty of both fully examining the new metaphor and realizing its potential. Divided into 4 parts, this book is a result of a recent conference on dynamical systems and development held at Pennsylvania State University. The first 3 parts focus on the content domains of development that have given most theoretical and empirical attention to the potential applications of dynamical systems--physical growth and movement, cognition, and communication. These parts show that a range of nonlinear models have been applied to a host of developmental phenomena. Part 4 highlights two particular methodological issues that hold important implications for the modeling of developmental phenomena with dynamical systems techniques.

Author : Karl M. Newell
Publisher : Psychology Press
ISBN 13 : 1317779118
Total Pages : 365 pages
Book Rating : 4.17/5 ( download)

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Download or read book Applications of Nonlinear Dynamics To Developmental Process Modeling written by Karl M. Newell and published by Psychology Press. This book was released on 2014-03-05 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been an increasing interest in the application of dynamical systems to the study of development over the last decade. The explosion of the dynamical systems framework in the physical and biological sciences has opened the door to a new Zeitgeist for studying development. This appeal to dynamical systems by developmentalists is natural given the intuitive links between the established fundamental problems of development and the conceptual and operational scope of nonlinear dynamical systems. This promise of a new approach and framework within which to study development has led to some progress in recent years but also a growing appreciation of the difficulty of both fully examining the new metaphor and realizing its potential. Divided into 4 parts, this book is a result of a recent conference on dynamical systems and development held at Pennsylvania State University. The first 3 parts focus on the content domains of development that have given most theoretical and empirical attention to the potential applications of dynamical systems--physical growth and movement, cognition, and communication. These parts show that a range of nonlinear models have been applied to a host of developmental phenomena. Part 4 highlights two particular methodological issues that hold important implications for the modeling of developmental phenomena with dynamical systems techniques.

Author : Mark H. Johnson
Publisher : John Wiley & Sons
ISBN 13 : 0470752025
Total Pages : 560 pages
Book Rating : 4.29/5 ( download)

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Download or read book Brain Development and Cognition written by Mark H. Johnson and published by John Wiley & Sons. This book was released on 2008-04-15 with total page 560 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of this successful reader brought together key readings in the area of developmental cognitive neuroscience for students. Now updated in order to keep up with this fast moving field, the volume includes new readings illustrating recent developments along with updated versions of previous contributions.

Author : Dante Cicchetti
Publisher : John Wiley & Sons
ISBN 13 : 111912543X
Total Pages : 1176 pages
Book Rating : 4.33/5 ( download)

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Download or read book Developmental Psychopathology, Theory and Method written by Dante Cicchetti and published by John Wiley & Sons. This book was released on 2015-12-22 with total page 1176 pages. Available in PDF, EPUB and Kindle. Book excerpt: The seminal reference for the latest research in developmental psychopathology Developmental Psychopathology is a four-volume compendium of the most complete and current research on every aspect of the field. Volume One: Theory and Method focuses on the theoretical and empirical work that has contributed to dramatic advancements in understanding of child and adult development, including findings in the areas of genetics and neurobiology, as well as social and contextual factors. Now in its third edition, this comprehensive reference has been fully updated to reflect the current state of the field and its increasingly multilevel and interdisciplinary nature and the increasing importance of translational research. Contributions from expert researchers and clinicians provide insight into how multiple levels of analysis may influence individual differences, the continuity or discontinuity of patterns, and the pathways by which the same developmental outcomes may be achieved. Advances in developmental psychopathology have burgeoned since the 2006 publication of the second edition ten years ago, and keeping up on the latest findings in multiple avenues of investigation can be burdensome to the busy professional and researcher from psychology and related fields. This reference solves the problem by collecting the best of the best, as edited by Dante Cicchetti, a recognized leader in the field, into one place, with a logical organization designed for easy reference. Get up to date on the latest research from the field Explore new models, emerging theory, and innovative approaches Learn new technical analysis and research design methods Understand the impact of life stage on mental health The complexity of a field as diverse as developmental psychopathology deepens with each emerging theory and new area of study, as made obvious by the exciting findings coming out of institutions and clinics around the world. Developmental Psychopathology Volume One: Theory and Method brings these findings together into a cohesive, broad-reaching reference.

Author : Kees van Montfort
Publisher : Routledge
ISBN 13 : 1351559745
Total Pages : 480 pages
Book Rating : 4.44/5 ( download)

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Download or read book Longitudinal Models in the Behavioral and Related Sciences written by Kees van Montfort and published by Routledge. This book was released on 2017-09-29 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume reviews longitudinal models and analysis procedures for use in the behavioral and social sciences. Written by distinguished experts in the field, the book presents the most current approaches and theories, and the technical problems that may be encountered along the way. Readers will find new ideas about the use of longitudinal analysis in solving problems that arise due to the specific nature of the research design and the data available. Longitudinal Models in the Behavioral and Related Sciences opens with the latest theoretical developments. In particular, the book addresses situations that arise due to the categorical nature of the data, issues related to state space modeling, and potential problems that may arise from network analysis and/or growth-curve data. The focus of part two is on the application of longitudinal modeling in a variety of disciplines. The book features applications such as heterogeneity on the patterns of a firm’s profit, on house prices, and on delinquent behavior; non-linearity in growth in assessing cognitive aging; measurement error issues in longitudinal research; and distance association for the analysis of change. Part two clearly demonstrates the caution that should be taken when applying longitudinal modeling as well as in the interpretation of the results. This new volume is ideal for advanced students and researchers in psychology, sociology, education, economics, management, medicine, and neuroscience.

Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118952979
Total Pages : 912 pages
Book Rating : 4.79/5 ( download)

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Download or read book Handbook of Child Psychology and Developmental Science, Theory and Method written by and published by John Wiley & Sons. This book was released on 2015-03-31 with total page 912 pages. Available in PDF, EPUB and Kindle. Book excerpt: The essential reference for human development theory, updatedand reconceptualized The Handbook of Child Psychology and DevelopmentalScience, a four-volume reference, is the field-defining work towhich all others are compared. First published in 1946, and now inits Seventh Edition, the Handbook has long been consideredthe definitive guide to the field of developmental science. Volume 1, Theory and Method, presents a rich mix ofclassic and contemporary theoretical perspectives, but the dominantviews throughout are marked by an emphasis on the dynamic interplayof all facets of the developmental system across the life span,incorporating the range of biological, cognitive, emotional,social, cultural, and ecological levels of analysis. Examples ofthe theoretical approaches discussed in the volume include thosepertinent to human evolution, self regulation, the development ofdynamic skills, and positive youth development. The research,methodological, and applied implications of the theoretical modelsdiscussed in the volume are presented. Understand the contributions of biology, person, and context todevelopment within the embodied ecological system Discover the relations among individual, the social world,culture, and history that constitute human development Examine the methods of dynamic, developmental research Learn person-oriented methodological approaches to assessingdevelopmental change The scholarship within this volume and, as well, across the fourvolumes of this edition, illustrate that developmental science isin the midst of a very exciting period. There is a paradigm shiftthat involves increasingly greater understanding of how todescribe, explain, and optimize the course of human life fordiverse individuals living within diverse contexts. ThisHandbook is the definitive reference for educators,policy-makers, researchers, students, and practitioners in humandevelopment, psychology, sociology, anthropology, andneuroscience.

Author : Roger E Millsap
Publisher : SAGE
ISBN 13 : 144620667X
Total Pages : 801 pages
Book Rating : 4.76/5 ( download)

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Download or read book The SAGE Handbook of Quantitative Methods in Psychology written by Roger E Millsap and published by SAGE. This book was released on 2009-07-23 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.

Author : Armin Fuchs
Publisher : Springer Science & Business Media
ISBN 13 : 3642335527
Total Pages : 237 pages
Book Rating : 4.25/5 ( download)

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Download or read book Nonlinear Dynamics in Complex Systems written by Armin Fuchs and published by Springer Science & Business Media. This book was released on 2012-09-22 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: With many areas of science reaching across their boundaries and becoming more and more interdisciplinary, students and researchers in these fields are confronted with techniques and tools not covered by their particular education. Especially in the life- and neurosciences quantitative models based on nonlinear dynamics and complex systems are becoming as frequently implemented as traditional statistical analysis. Unfamiliarity with the terminology and rigorous mathematics may discourage many scientists to adopt these methods for their own work, even though such reluctance in most cases is not justified. This book bridges this gap by introducing the procedures and methods used for analyzing nonlinear dynamical systems. In Part I, the concepts of fixed points, phase space, stability and transitions, among others, are discussed in great detail and implemented on the basis of example elementary systems. Part II is devoted to specific, non-trivial applications: coordination of human limb movement (Haken-Kelso-Bunz model), self-organization and pattern formation in complex systems (Synergetics), and models of dynamical properties of neurons (Hodgkin-Huxley, Fitzhugh-Nagumo and Hindmarsh-Rose). Part III may serve as a refresher and companion of some mathematical basics that have been forgotten or were not covered in basic math courses. Finally, the appendix contains an explicit derivation and basic numerical methods together with some programming examples as well as solutions to the exercises provided at the end of certain chapters. Throughout this book all derivations are as detailed and explicit as possible, and everybody with some knowledge of calculus should be able to extract meaningful guidance follow and apply the methods of nonlinear dynamics to their own work. “This book is a masterful treatment, one might even say a gift, to the interdisciplinary scientist of the future.” “With the authoritative voice of a genuine practitioner, Fuchs is a master teacher of how to handle complex dynamical systems.” “What I find beautiful in this book is its clarity, the clear definition of terms, every step explained simply and systematically.” (J.A.Scott Kelso, excerpts from the foreword)

Author : Dante Cicchetti
Publisher : John Wiley & Sons
ISBN 13 : 0471755990
Total Pages : 1105 pages
Book Rating : 4.99/5 ( download)

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Download or read book Developmental Psychopathology, Volume 1 written by Dante Cicchetti and published by John Wiley & Sons. This book was released on 2006-03-24 with total page 1105 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developmental Psychopathology, Second Edition, contains in three volumes the most complete and current research on every aspect of developmental psychopathology. This seminal reference work features contributions from national and international expert researchers and clinicians who bring together an array of interdisciplinary work to ascertain how multiple levels of analysis may influence individual differences, the continuity or discontinuity of patterns and the pathways by which the same developmental outcomes may be achieved. This volume addresses theoretical perspectives and methodological issues, including cross-cultural perspectives, developmental epidemiology, self determination theory, and gender issues.

Author : Peter C. M. Molenaar
Publisher : Guilford Publications
ISBN 13 : 1462513077
Total Pages : 529 pages
Book Rating : 4.79/5 ( download)

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Download or read book Handbook of Developmental Systems Theory and Methodology written by Peter C. M. Molenaar and published by Guilford Publications. This book was released on 2013-12-09 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: Developmental systems theory provides powerful tools for predicting complex, dynamic interactions among biological and environmental processes in human behavior and health. This groundbreaking handbook provides a roadmap for integrating key concepts of developmental systems theory (such as self-organization, reciprocal dynamic interaction, and probabilistic epigenesis) and simulation models (connectionist and agent-based models) with advanced dynamic modeling approaches for testing these theories and models. Internationally renowned developmental science scholars present innovations in research design, measurement, and analysis that offer new means of generating evidence-based decisions to optimize the course of health and positive functioning across the life span. Topics include epigenetic development and evolution; the relationship between neural systems growth and psychological development; the role of family environments in shaping children's cognitive skills and associated adult outcomes, and more.