merlin ~ tutorials in Stata


This page contains a collection of worked examples, specifically for the implementation in Stata. Examples are loosely grouped into areas, and may appear in more than one area.

Type help merlin to access the help files, which document all the available options and utility functions.

If you have an example you’d like to contribute, then please get in touch.

Each tutorial below is tagged to illustrate the level of completeness, as follows:

  • [Tutorial] - a completed page, with code and full worked example
  • [Draft] - still in draft, contains code but not fully documented
  • [Code only] - example code only, minimal description
  • [Sim] - example shows how to simulate data from the illustrated model
  • [TBA] - to be added
  • [EG] - indicates that the tutorial shows how to fit an example from the literature within the merlin framework

Things to read first:

  • Most importantly, have a look at the methods paper that introduces the modelling framework here

$~$


Survival (time-to-event) analysis

Longitudinal (hierarchical) analysis

Joint frailty models for recurrent and terminal events

Joint longitudinal-survival models

Relative survival analysis

  • An introduction to relative survival with merlin [Draft]
  • Relative survival model with a random intercept [TBA]
  • Relative survival model with a random coefficients [TBA]
  • General level relative survival model [TBA]
  • General level relative survival model with time-dependent effects [TBA]

Non-linear mixed effect models

  • An exponential decay model [TBA]

Meta-analysis

Cost-effectiveness modelling

  • A Gamma random effects model for costs [TBA]
  • A two-part mixed effects model for costs [TBA, EG]
  • A bivariate model for costs and utilities [TBA, EG]

Miscellaneous

External examples

Related

comments powered by Disqus