Small Sample Corrections to Model Fit Criteria for Latent Change Score Models.
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
Cover; Half Title; Series Information; Title Page; Copyright Page; Table of contents; Foreword; Contributors; Introduction and Section Overview; Section I: Extensions of Latent Change Score Models; Section II: Measurement and Testing Issues in Longitudinal Modeling; Section III: Novel Applications of Multivariate Longitudinal Methodology; Section I Extensions of Latent Change Score Models; 1 Methodological Issues and Extensions to the Latent Difference Score Framework; The Bivariate Dual Change Score (BDCS) Model; IC Specifications in the BDCS; Stochastic BDCS Model; Empirical Illustration.
متن يادداشت
Developmental Changes in Fluid ReasoningDiscussion; Summary of Findings; Methodological and Substantive Implications; Notes; References; Appendix; Sample Code for Analyses; 3 Individually Varying Time Metrics in Latent Change Score Models; Latent Change Score Models; Estimation of Latent Change Score Models; Structural Equation Modeling Framework; Nonlinear Multilevel Modeling Framework; JAGS; Illustrative Example; Data; SAS Programming; NLMIXED Output; JAGS; Structural Equation Modeling Software; Discussion; Note; References; 4 Latent Change Score Models with Curvilinear Constant Bases.
متن يادداشت
DiscussionLimitations; Closing Remarks; Notes; References; Appendix; Sample dynr Code for Fitting the Stochastic BDCS Models in the Illustrative Example.; 2 Discrete- and Semi-continuous Time Latent Change Score Models of Fluid Reasoning Development from Childhood to Adolescence; Development of Fluid Reasoning; Models to Examine Changes in Fluid Reasoning across Measurement Occasions; Models to Examine Dynamics of Fluid Reasoning and Underlying Developmental Mechanisms; Method; Participants and Measures; Data Description; Results; Change in Fluid Reasoning Across Measurement Occasions.
متن يادداشت
IntroductionMethods; Latent Constant Change Score Model; Latent Quadratic Constant Change Score Model; A Latent Change Score Model Representing Latent Basis Curve Model; Bivariate Latent Quadratic Curve Model Based on Latent Change Score Approach; Bivariate Quadratic Constant Latent Change Score Model with Coupling Effect; Bivariate Quadratic Constant Latent Change Score Model with Self-Feedback and Coupling Effect; Discussion; References; 5 Regularized Estimation of Multivariate Latent Change Score Models; Regularized Estimation of Multivariate Latent Change Score Models.
متن يادداشت
Latent Change Score FrameworkExploratory Model Specification and Testing; Rationale; Regularization; Purpose; Univariate LCS Regularization; Time-Varying Effects Regularization; Bivariate LCS Regularization; Discussion; Notes; References; 6 The Reticular Action Model; Setting the Stage; The Breakthrough: RAM Algebra and RAM Path Analysis; Some Personal History; How Our Thinking About Modeling Has Changed; The Future of RAM; Notes; References; Section II Measurement and Testing Issues in Longitudinal Modeling; 7 Small Sample Corrections to Model Fit Criteria for Latent Change Score Models.
بدون عنوان
0
بدون عنوان
8
بدون عنوان
8
بدون عنوان
8
بدون عنوان
8
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
This volume presents a collection of chapters focused on the study of multivariate change. As people develop and change, multivariate measurement of that change and analysis of those measures can illuminate the regularities in the trajectories of individual development, as well as time-dependent changes in population averages. As longitudinal data have recently become much more prevalent in psychology and the social sciences, models of change have become increasingly important. This collection focuses on methodological, statistical, and modeling aspects of multivariate change and applications of longitudinal models to the study of psychological processes. The volume is divided into three major sections: Extension of latent change models, Measurement and testing issues in longitudinal modeling, and Novel applications of multivariate longitudinal methodology. It is intended for advanced students and researchers interested in learning about state-of-the-art techniques for longitudinal data analysis, as well as understanding the history and development of such techniques.
یادداشتهای مربوط به سفارشات
منبع سفارش / آدرس اشتراک
Ingram Content Group
شماره انبار
9781351662727
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Longitudinal Multivariate Psychology.
شماره استاندارد بين المللي کتاب و موسيقي
9781138064225
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Multivariate analysis.
موضوع مستند نشده
Psychology-- Research-- Longitudinal studies.
موضوع مستند نشده
Psychology-- Statistical methods.
موضوع مستند نشده
Multivariate analysis.
موضوع مستند نشده
PSYCHOLOGY-- Experimental Psychology.
موضوع مستند نشده
PSYCHOLOGY-- Reference.
موضوع مستند نشده
PSYCHOLOGY-- Research & Methodology.
موضوع مستند نشده
Psychology-- Research.
موضوع مستند نشده
Psychology-- Statistical methods.
موضوع مستند نشده
PSYCHOLOGY-- Statistics.
مقوله موضوعی
موضوع مستند نشده
JMB
موضوع مستند نشده
PSY-- 029000
موضوع مستند نشده
PSY-- 030000
موضوع مستند نشده
PSY-- 032000
موضوع مستند نشده
PSY-- 040000
رده بندی ديویی
شماره
150
.
1519535
رده بندی کنگره
شماره رده
BF39
نشانه اثر
.
F47
2019
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )