Applied linear regression for longitudinal data : with an emphasis on missing observations
Author(s)
Bibliographic Information
Applied linear regression for longitudinal data : with an emphasis on missing observations
（Texts in statistical science）（A Chapman & Hall book）
CRC Press, 2022
- : hbk
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Note
Includes bibliographical references (p. 215-220) and index
Description and Table of Contents
Description
-Includes several real-life examples from health and clinical studies
-Introduces statistical concepts of longitudinal data analysis strategies through visualization
-Provides datasets and exercises online
Table of Contents
1. Scientific Framework of Data Analysis 2. Revisiting and Shortcomings of Standard Linear Regression Models 3. An Introduction to the Analysis of Longitudinal Data 4. Model Building for Longitudinal Data Analysis 5. Analysis of a Pre/Post Measurement Design 6. Analysis of Longitudinal Life-Event Studies 7. Analysis of Longitudinal Experimental Studies
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