Statistics Program

Course Description

Topics in Longitudinal Data Analysis

  • Course number : 221 U3980
  • Credits : 3 units
  • Required or Requisite : Requisite
  • Time : Spring
  • Prerequisites : Regression Analysis or Advanced Statistical Inference
  • Course Description :
    1. Topic 1. Introduction of longitudinal Studies and data exploration.
    2. Topic 2. Linear models for Longitudinal data.
    3. Topic 3. Generalized linear models for Longitudinal data.
    4. Topic 4. Marginal, Random effects and transition models.
    5. Topic 5. Missing values in longitudinal data.
  • Textbook :
    Diggle, P.J., Heagerty, P., Liang, K. -Y., and Zeger, S. L. (2002). Analysis of Longitudinal Data. Second Edition. Oxford.
  • Reference :
    Davis, C. S. (2002). Statistical Methods for the Analysis of Repeated Measurements. Springer.

Last updated: August 6, 2003

Address: Department of Mathematics, National Taiwan University, Taipei, Taiwan
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