Longitudinal Models in the Behavioral and Related Sciences - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Longitudinal Models in the Behavioral and Related Sciences write by Kees van Montfort. This book was released on 2017-09-29. Longitudinal Models in the Behavioral and Related Sciences available in PDF, EPUB and Kindle. 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.
Longitudinal Data Analysis for the Behavioral Sciences Using R
Longitudinal Data Analysis for the Behavioral Sciences Using R - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Longitudinal Data Analysis for the Behavioral Sciences Using R write by Jeffrey D. Long. This book was released on 2012. Longitudinal Data Analysis for the Behavioral Sciences Using R available in PDF, EPUB and Kindle. This book is a practical guide for the analysis of longitudinal behavioural data. Longitudinal data consist of repeated measures collected on the same subjects over time.
Continuous Time Modeling in the Behavioral and Related Sciences
Continuous Time Modeling in the Behavioral and Related Sciences - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Continuous Time Modeling in the Behavioral and Related Sciences write by Kees van Montfort. This book was released on 2018-10-11. Continuous Time Modeling in the Behavioral and Related Sciences available in PDF, EPUB and Kindle. This unique book provides an overview of continuous time modeling in the behavioral and related sciences. It argues that the use of discrete time models for processes that are in fact evolving in continuous time produces problems that make their application in practice highly questionable. One main issue is the dependence of discrete time parameter estimates on the chosen time interval, which leads to incomparability of results across different observation intervals. Continuous time modeling by means of differential equations offers a powerful approach for studying dynamic phenomena, yet the use of this approach in the behavioral and related sciences such as psychology, sociology, economics and medicine, is still rare. This is unfortunate, because in these fields often only a few discrete time (sampled) observations are available for analysis (e.g., daily, weekly, yearly, etc.). However, as emphasized by Rex Bergstrom, the pioneer of continuous-time modeling in econometrics, neither human beings nor the economy cease to exist in between observations. In 16 chapters, the book addresses a vast range of topics in continuous time modeling, from approaches that closely mimic traditional linear discrete time models to highly nonlinear state space modeling techniques. Each chapter describes the type of research questions and data that the approach is most suitable for, provides detailed statistical explanations of the models, and includes one or more applied examples. To allow readers to implement the various techniques directly, accompanying computer code is made available online. The book is intended as a reference work for students and scientists working with longitudinal data who have a Master's- or early PhD-level knowledge of statistics.
Longitudinal Structural Equation Modeling
Longitudinal Structural Equation Modeling - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Longitudinal Structural Equation Modeling write by Todd D. Little. This book was released on 2013-02-26. Longitudinal Structural Equation Modeling available in PDF, EPUB and Kindle. This book has been replaced by Longitudinal Structural Equation Modeling, Second Edition, ISBN 978-1-4625-5314-3.
Modeling Contextual Effects in Longitudinal Studies
Modeling Contextual Effects in Longitudinal Studies - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Modeling Contextual Effects in Longitudinal Studies write by Todd D. Little. This book was released on 2007-03-21. Modeling Contextual Effects in Longitudinal Studies available in PDF, EPUB and Kindle. 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.
