Course: Joint modelling of longitudinal and survival data

Since April 2015, I teach a short course on joint modelling of longitudinal and survival data. This course (or versions of it) have been (or will be) taught at the following places:

  • Summer School on Modern Methods in Biostatistics and Epidemiology, 11th - 16th June 2018: Registration details here
  • Maastrict University (March 2018)
  • Chinese University of Hong Kong (March 2016)
  • Summer School on Modern Methods in Biostatistics and Epidemiology (June 2016)
  • University of Leicester (April 2015, April 2016)

All lecture slides form the two-day version of the course taught in Leicester are freely available here. Lectures cover the following topics:

  • Lecture 1: Introduction
  • Lecture 2: Survival and longitudinal analysis
  • Lecture 3: Survival analysis with time-varying covariates and two-stage models
  • Lecture 4: Joint modelling of longitudinal and survival data
  • Lecture 5: Alternative association structures and predictions
  • Lecture 6: Further topics

Practicals are conducted in Stata, making use of the stjm command, which I developed as part of my PhD. All practicals can be downloaded here.

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