Longitudinal Data Analysis Autoregressive Linear Mixed Effects Models /
This book provides a new analytical approach for dynamic data repeatedly measured from multiple subjects over time. Random effects account for differences across subjects. Auto-regression in response itself is often used in time series analysis. In longitudinal data analysis, a static mixed effects...
Κύριοι συγγραφείς: | , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Singapore :
Springer Singapore : Imprint: Springer,
2018.
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Έκδοση: | 1st ed. 2018. |
Σειρά: | JSS Research Series in Statistics,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Chapter 1. Linear mixed effects model
- Chapter 2. Autoregressive linear mixed effects model
- Chapter 3. Bivariate longitudinal data
- Chapter 4. State-space representation
- Chapter 5. Missing data, time dependent covariate
- Chapter 6. Pretest-Posttest data.