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Modeling Intraindividual Variability With Repeated Measures Data


Modeling Intraindividual Variability With Repeated Measures Data
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Modeling Intraindividual Variability With Repeated Measures Data


Modeling Intraindividual Variability With Repeated Measures Data
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Author : Scott L. Hershberger
language : en
Publisher: Psychology Press
Release Date : 2013-06-17

Modeling Intraindividual Variability With Repeated Measures Data written by Scott L. Hershberger and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-06-17 with Psychology categories.


This book examines how individuals behave across time and to what degree that behavior changes, fluctuates, or remains stable. It features the most current methods on modeling repeated measures data as reported by a distinguished group of experts in the field. The goal is to make the latest techniques used to assess intraindividual variability accessible to a wide range of researchers. Each chapter is written in a "user-friendly" style such that even the "novice" data analyst can easily apply the techniques. Each chapter features: a minimum discussion of mathematical detail; an empirical example applying the technique; and a discussion of the software related to that technique. Content highlights include analysis of mixed, multi-level, structural equation, and categorical data models. It is ideal for researchers, professionals, and students working with repeated measures data from the social and behavioral sciences, business, or biological sciences.



Modeling Intraindividual Variability With Repeated Measures Data


Modeling Intraindividual Variability With Repeated Measures Data
DOWNLOAD
Author : Scott Hershberger
language : en
Publisher:
Release Date : 2013

Modeling Intraindividual Variability With Repeated Measures Data written by Scott Hershberger and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with Mathematics categories.


This book examines how individuals behave across time and to what degree that behavior changes, fluctuates, or remains stable. It features the most current methods on modeling repeated measures data as reported by a distinguished group of experts in the field. The goal is to make the latest techniques used to assess intraindividual variability accessible to a wide range of researchers. Each chapter is written in a "user-friendly" style such that even the "novice" data analyst can easily apply the techniques. Each chapter features: a minimum discussion of mathematical detail; an empirical example applying the technique; and a discussion of the software related to that technique. Content highlights include analysis of mixed, multi-level, structural equation, and categorical data models. It is ideal for researchers, professionals, and students working with repeated measures data from the social and behavioral sciences, business, or biological sciences.



Modeling Intraindividual Variability With Repeated Measures Data


Modeling Intraindividual Variability With Repeated Measures Data
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Author : Debbie S. Moskowitz
language : en
Publisher: Psychology Press
Release Date : 2001-10

Modeling Intraindividual Variability With Repeated Measures Data written by Debbie S. Moskowitz and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-10 with Psychology categories.


This book examines how individuals behave across time and to what degree that behavior changes, fluctuates, or remains stable. It features the most current methods on modeling repeated measures data as reported by a distinguished group of experts in the field. The goal is to make the latest techniques used to assess intraindividual variability accessible to a wide range of researchers. Each chapter is written in a "user-friendly" style such that even the "novice" data analyst can easily apply the techniques. Each chapter features: *a minimum discussion of mathematical detail; *an empirical example applying the technique; and *a discussion of the software related to that technique. Content highlights include analysis of mixed, multi-level, structural equation, and categorical data models. It is ideal for researchers, professionals, and students working with repeated measures data from the social and behavioral sciences, business, or biological sciences.



Nonlinear Models For Repeated Measurement Data


Nonlinear Models For Repeated Measurement Data
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Author : Marie Davidian
language : en
Publisher: CRC Press
Release Date : 1995-06-01

Nonlinear Models For Repeated Measurement Data written by Marie Davidian and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-06-01 with Mathematics categories.


Nonlinear measurement data arise in a wide variety of biological and biomedical applications, such as longitudinal clinical trials, studies of drug kinetics and growth, and the analysis of assay and laboratory data. Nonlinear Models for Repeated Measurement Data provides the first unified development of methods and models for data of this type, with a detailed treatment of inference for the nonlinear mixed effects and its extensions. A particular strength of the book is the inclusion of several detailed case studies from the areas of population pharmacokinetics and pharmacodynamics, immunoassay and bioassay development and the analysis of growth curves.



Modeling Dyadic And Interdependent Data In The Developmental And Behavioral Sciences


Modeling Dyadic And Interdependent Data In The Developmental And Behavioral Sciences
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Author :
language : en
Publisher: Routledge
Release Date :

Modeling Dyadic And Interdependent Data In The Developmental And Behavioral Sciences written by and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.




Multilevel Modeling Of Educational Data


Multilevel Modeling Of Educational Data
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Author : Ann A. O'Connell
language : en
Publisher: IAP
Release Date : 2008-04-01

Multilevel Modeling Of Educational Data written by Ann A. O'Connell and has been published by IAP this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-04-01 with Education categories.


(sponsored by the Educational Statisticians, SIG) Multilevel Modeling of Educational Data, co-edited by Ann A. O’Connell, Ed.D., and D. Betsy McCoach, Ph.D., is the next volume in the series: Quantitative Methods in Education and the Behavioral Sciences: Issues, Research and Teaching (Information Age Publishing), sponsored by the Educational Statisticians' Special Interest Group (Ed-Stat SIG) of the American Educational Research Association. The use of multilevel analyses to examine effects of groups or contexts on individual outcomes has burgeoned over the past few decades. Multilevel modeling techniques allow educational researchers to more appropriately model data that occur within multiple hierarchies (i.e.- the classroom, the school, and/or the district). Examples of multilevel research problems involving schools include establishing trajectories of academic achievement for children within diverse classrooms or schools or studying school-level characteristics on the incidence of bullying. Multilevel models provide an improvement over traditional single-level approaches to working with clustered or hierarchical data; however, multilevel data present complex and interesting methodological challenges for the applied education research community. In keeping with the pedagogical focus for this book series, the papers this volume emphasize applications of multilevel models using educational data, with chapter topics ranging from basic to advanced. This book represents a comprehensive and instructional resource text on multilevel modeling for quantitative researchers who plan to use multilevel techniques in their work, as well as for professors and students of quantitative methods courses focusing on multilevel analysis. Through the contributions of experienced researchers and teachers of multilevel modeling, this volume provides an accessible and practical treatment of methods appropriate for use in a first and/or second course in multilevel analysis. A supporting website links chapter examples to actual data, creating an opportunity for readers to reinforce their knowledge through hands-on data analysis. This book serves as a guide for designing multilevel studies and applying multilevel modeling techniques in educational and behavioral research, thus contributing to a better understanding of and solution for the challenges posed by multilevel systems and data.



Models For Intensive Longitudinal Data


Models For Intensive Longitudinal Data
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Author : Theodore A. Walls
language : en
Publisher: Oxford University Press
Release Date : 2006-01-19

Models For Intensive Longitudinal Data written by Theodore A. Walls and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-01-19 with Mathematics categories.


A new class of longitudinal data has emerged with the use of technological devices for scientific data collection called Intensive Longitudinal Data. This volume features state-of-the-art applied statistical modelling strategies developed by leading statisticians and methodologists.



Statistical Methods For Modeling Human Dynamics


Statistical Methods For Modeling Human Dynamics
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Author : Sy-Miin Chow
language : en
Publisher: Routledge
Release Date : 2011-02-25

Statistical Methods For Modeling Human Dynamics written by Sy-Miin Chow and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-02-25 with Psychology categories.


This interdisciplinary volume features contributions from researchers in the fields of psychology, neuroscience, statistics, computer science, and physics. State-of-the-art techniques and applications used to analyze data obtained from studies in cognition, emotion, and electrophysiology are reviewed along with techniques for modeling in real time and for examining lifespan cognitive changes, for conceptualizing change using item response, nonparametric and hierarchical models, and control theory-inspired techniques for deriving diagnoses in medical and psychotherapeutic settings. The syntax for running the analyses presented in the book is provided on the Psychology Press site. Most of the programs are written in R while others are for Matlab, SAS, Win-BUGS, and DyFA. Readers will appreciate a review of the latest methodological techniques developed in the last few years. Highlights include an examination of: Statistical and mathematical modeling techniques for the analysis of brain imaging such as EEGs, fMRIs, and other neuroscience data Dynamic modeling techniques for intensive repeated measurement data Panel modeling techniques for fewer time points data State-space modeling techniques for psychological data Techniques used to analyze reaction time data. Each chapter features an introductory overview of the techniques needed to understand the chapter, a summary, and numerous examples. Each self-contained chapter can be read on its own and in any order. Divided into three major sections, the book examines techniques for examining within-person derivations in change patterns, intra-individual change, and inter-individual differences in change and interpersonal dynamics. Intended for advanced students and researchers, this book will appeal to those interested in applying state-of-the-art dynamic modeling techniques to the the study of neurological, developmental, cognitive, and social/personality psychology, as well as neuroscience, computer science, and engineering.



Measurement Theory And Practice In Kinesiology


Measurement Theory And Practice In Kinesiology
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Author : Terry M. Wood
language : en
Publisher: Human Kinetics
Release Date : 2006

Measurement Theory And Practice In Kinesiology written by Terry M. Wood and has been published by Human Kinetics this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Education categories.


Provides readers with an understanding of the basics of measurement techniques in physical activity, by focusing on understanding the concept behind techniques. Looking at measurement issues in the physical domain, this book is useful for post graduate students, researchers and professionals in sport and exercise science.



Modeling Contextual Effects In Longitudinal Studies


Modeling Contextual Effects In Longitudinal Studies
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Author : Todd D. Little
language : en
Publisher: Routledge
Release Date : 2007-03-21

Modeling Contextual Effects In Longitudinal Studies written by Todd D. Little and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-03-21 with Psychology categories.


Modeling the impact and influence of contextual factors on human development is something that many talk about but few actually do. The goal of this book is to provide researchers with an accessible guide to understanding the many different ways that contextual factors can be including in longitudinal studies of human development.