Time Varying Effect Modeling For The Behavioral Social And Health Sciences
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Time Varying Effect Modeling For The Behavioral Social And Health Sciences
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Author : Stephanie T. Lanza
language : en
Publisher: Springer Nature
Release Date : 2021-05-06
Time Varying Effect Modeling For The Behavioral Social And Health Sciences written by Stephanie T. Lanza and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-06 with Psychology categories.
This book is the first to introduce applied behavioral, social, and health sciences researchers to a new analytic method, the time-varying effect model (TVEM). It details how TVEM may be used to advance research on developmental and dynamic processes by examining how associations between variables change across time. The book describes how TVEM is a direct and intuitive extension of standard linear regression; whereas standard linear regression coefficients are static estimates that do not change with time, TVEM coefficients are allowed to change as continuous functions of real time, including developmental age, historical time, time of day, days since an event, and so forth. The book introduces readers to new research questions that can be addressed by applying TVEM in their research. Readers gain the practical skills necessary for specifying a wide variety of time-varying effect models, including those with continuous, binary, and count outcomes. The book presents technical details of TVEM estimation and three novel empirical studies focused on developmental questions using TVEM to estimate age-varying effects, historical shifts in behavior and attitudes, and real-time changes across days relative to an event. The volume provides a walkthrough of the process for conducting each of these studies, presenting decisions that were made, and offering sufficient detail so that readers may embark on similar studies in their own research. The book concludes with comments about additional uses of TVEM in applied research as well as software considerations and future directions. Throughout the book, proper interpretation of the output provided by TVEM is emphasized. Time-Varying Effect Modeling for the Behavioral, Social, and Health Sciences is an essential resource for researchers, clinicians/practitioners as well as graduate students in developmental psychology, public health, statistics and methodology for the social, behavioral, developmental, and public health sciences.
Dynamic Pathways To Recovery From Alcohol Use Disorder
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Author : Jalie A. Tucker
language : en
Publisher: Cambridge University Press
Release Date : 2022-01-06
Dynamic Pathways To Recovery From Alcohol Use Disorder written by Jalie A. Tucker and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-06 with Medical categories.
This book harnesses research to illustrate dynamic processes of recovery from alcohol use disorder. Abstinence is not the only way.
Behavioral Healthcare And Technology
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Author : Lisa A. Marsch
language : en
Publisher: Oxford University Press, USA
Release Date : 2015
Behavioral Healthcare And Technology written by Lisa A. Marsch and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Medical categories.
This book defines the state of scientific research focused on the development, experimental evaluation, and effective implementation of technology-based (web, mobile) therapeutic tools targeting behavioral health. Written by an expert interdisciplinary group of authors, Behavioral Healthcare and Technology defines the opportunity for science-based technology to transform models of behavioral healthcare.
Covid 19 And Behavioral Sciences
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Author : Liz Steed
language : en
Publisher: Frontiers Media SA
Release Date : 2022-02-21
Covid 19 And Behavioral Sciences written by Liz Steed and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-21 with Science categories.
The Sage Handbook Of Multilevel Modeling
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Author : Marc A. Scott
language : en
Publisher: SAGE
Release Date : 2013-08-31
The Sage Handbook Of Multilevel Modeling written by Marc A. Scott and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-31 with Reference categories.
In this important new Handbook, the editors have gathered together a range of leading contributors to introduce the theory and practice of multilevel modeling. The Handbook establishes the connections in multilevel modeling, bringing together leading experts from around the world to provide a roadmap for applied researchers linking theory and practice, as well as a unique arsenal of state-of-the-art tools. It forges vital connections that cross traditional disciplinary divides and introduces best practice in the field. Part I establishes the framework for estimation and inference, including chapters dedicated to notation, model selection, fixed and random effects, and causal inference. Part II develops variations and extensions, such as nonlinear, semiparametric and latent class models. Part III includes discussion of missing data and robust methods, assessment of fit and software. Part IV consists of exemplary modeling and data analyses written by methodologists working in specific disciplines. Combining practical pieces with overviews of the field, this Handbook is essential reading for any student or researcher looking to apply multilevel techniques in their own research.
Handbook Of Psychology Research Methods In Psychology
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Author : Irving B. Weiner
language : en
Publisher: John Wiley & Sons
Release Date : 2012-10-16
Handbook Of Psychology Research Methods In Psychology written by Irving B. Weiner and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-16 with Psychology categories.
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.
Computational Science Iccs 2022
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Author : Derek Groen
language : en
Publisher: Springer Nature
Release Date : 2022-06-21
Computational Science Iccs 2022 written by Derek Groen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-06-21 with Computers categories.
The four-volume set LNCS 13350, 13351, 13352, and 13353 constitutes the proceedings of the 22ndt International Conference on Computational Science, ICCS 2022, held in London, UK, in June 2022.* The total of 175 full papers and 78 short papers presented in this book set were carefully reviewed and selected from 474 submissions. 169 full and 36 short papers were accepted to the main track; 120 full and 42 short papers were accepted to the workshops/ thematic tracks. *The conference was held in a hybrid format
Generalized Latent Variable Modeling
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Author : Anders Skrondal
language : en
Publisher: CRC Press
Release Date : 2004-05-11
Generalized Latent Variable Modeling written by Anders Skrondal and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-05-11 with Mathematics categories.
This book unifies and extends latent variable models, including multilevel or generalized linear mixed models, longitudinal or panel models, item response or factor models, latent class or finite mixture models, and structural equation models. Following a gentle introduction to latent variable modeling, the authors clearly explain and contrast a wide range of estimation and prediction methods from biostatistics, psychometrics, econometrics, and statistics. They present exciting and realistic applications that demonstrate how researchers can use latent variable modeling to solve concrete problems in areas as diverse as medicine, economics, and psychology. The examples considered include many nonstandard response types, such as ordinal, nominal, count, and survival data. Joint modeling of mixed responses, such as survival and longitudinal data, is also illustrated. Numerous displays, figures, and graphs make the text vivid and easy to read. About the authors: Anders Skrondal is Professor and Chair in Social Statistics, Department of Statistics, London School of Economics, UK Sophia Rabe-Hesketh is a Professor of Educational Statistics at the Graduate School of Education and Graduate Group in Biostatistics, University of California, Berkeley, USA.
Advancing Teaching And Learning In Health Sciences Across Healthcare Professionals
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Author : Mário Gomes
language : en
Publisher: Frontiers Media SA
Release Date : 2023-10-25
Advancing Teaching And Learning In Health Sciences Across Healthcare Professionals written by Mário Gomes and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-25 with Science categories.
Global Perspectives On Childhood Obesity
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Author : Debasis Bagchi
language : en
Publisher: Academic Press
Release Date : 2019-02-06
Global Perspectives On Childhood Obesity written by Debasis Bagchi and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-06 with Medical categories.
Global Perspectives on Childhood Obesity: Current Status, Consequences and Prevention, Second Edition examines the current childhood obesity epidemic, outlines the consequences of this crisis, and develops strategies to forestall and prevent it. This book provides a thorough investigation of the causes of childhood obesity and, more importantly, offers specific prevention strategies that can be used by medical and mental health professionals, policymakers, community organizers, and individuals. New chapters on BMI and cardiovascular disease, exercise, neurotransmitters, neurocognition, nutrigenomics and combined prevention strategies are included, making this a solid introduction on the childhood obesity crisis. Researchers, practitioners, and advanced students in public health, health policy, and health economics, as well those working in medicine, pharmacy, nutrition, school health, physiology, and neuroscience related to obesity will find this to be a comprehensive resource. - Covers the multifaceted factors contributing to the rapidly growing childhood obesity epidemic - Includes new chapters on BMI and cardiovascular disease, exercise, neurotransmitters, self-regulation, and prevention strategies - Examines strategies for childhood obesity prevention and treatment, such as physical activity and exercise, personalized nutrition plans, and school and community involvement