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Longitudinal Data Analysis for the Behavioral Sciences Using R

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ISBN-10: 1412982685

ISBN-13: 9781412982689

Edition: 2012

Authors: Jeffrey D. Long

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Book details

Copyright year: 2012
Publisher: SAGE Publications, Incorporated
Publication date: 10/31/2011
Binding: Hardcover
Pages: 568
Size: 7.75" wide x 10.75" long x 1.50" tall
Weight: 2.750
Language: English

About the Author
Preface
Introduction
Brief Introduction to R
Data Structures and Longitudinal Analysis
Graphing Longitudinal Data
Introduction to Linear Mixed Effects Regression
Overview of Maximum Likelihood Estimation
Multimodel Inference and Akaike's Information Criterion
Likelihood Ratio Test
Selecting Time Predictors
Selecting Random Effects
Extending Linear Mixed Effects Regression
Modeling Nonlinear Change
Advanced Topics
Appendix: Soft Introduction to Matrix Algebra
References
Author Index
Subject Index