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Longitudinal Data Analysis: Designs, Models and Methods

Autor Catrien C. J. H. Bijleveld, Leo J Th van der Kamp, Ab Mooijaart, Willem van der Kloot, Rien van der Leeden, Eeke Van Der Burg
en Limba Engleză Paperback – 25 oct 1998
By looking at the processes of change over time - by carrying out longitudinal studies - researchers answer questions about learning, development, educational growth, social change and medical outcomes. However, longitudinal research has many faces. This book examines all the main approaches as well as newer developments (such as structural equation modelling, multilevel modelling and optimal scaling) to enable the reader to gain a thorough understanding of the approach and make appropriate decisions about which technique can be applied to the research problem. Conceptual explanations are used to keep technical terms to a minimum; examples are provided for each approach; issues of design, measurement and significance are considered; and a standard notation is used throughout.
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Specificații

ISBN-13: 9780761955382
ISBN-10: 0761955380
Pagini: 448
Dimensiuni: 170 x 242 x 28 mm
Greutate: 0.64 kg
Ediția:1
Editura: SAGE Publications
Colecția Sage Publications Ltd
Locul publicării:London, United Kingdom

Recenzii

`This is an outstanding book. Its authors have performed a valuable service to the statistical community and those who need to elucidate data collected on a number of occasions. Read it! Enjoy it! You will learn a lot!' - Short Book Reviews, International Statistical Institute

Cuprins

Methodological Issues in Longitudinal Research
Analysis of Longitudinal Categorical Data Using Optimal Scaling Techniques
Univariate and Multivariate Analysis of Variance of Longitudinal Data
Structural Equation Models for Longitudinal Data
Multilevel Analysis of Longitudinal Data
Log-Linear and Markov Modelling of Categorical Longitudinal Data
Epilogue

Descriere

This book examines the main approaches of longitudinal research as well as newer developments (such as structural equation modelling, multilevel modelling and optimal scaling) to enable the reader to gain a thorough understanding of the approach and make appropriate decisions about which technique can be applied to the research problem.