Applied linear regression for longitudinal data : with an emphasis on missing observations

著者

    • Tan, Frans E.S.
    • Jolani, Shahab

書誌事項

Applied linear regression for longitudinal data : with an emphasis on missing observations

Frans E.S. Tan, Shahab Jolani

（Texts in statistical science）（A Chapman & Hall book）

CRC Press, 2022

  • : hbk

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注記

Includes bibliographical references (p. 215-220) and index

内容説明・目次

内容説明

-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

目次

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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