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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Funatogawa, Ikuko (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Singapore : Springer Singapore , 2018.
Ausgabe:1st ed. 2018.
Schriftenreihe:JSS Research Series in Statistics,
Schlagworte:
Statistics .
ISBN:9789811000775
ISSN:2364-0057
Online-Zugang: Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Inhaltsangabe:
  • 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.

Ähnliche Einträge