Course curriculum

    1. Introduction to the course

    2. Software requirements

    3. Recommended reading

    1. Longitudinal analysis

    2. Survival analysis

    3. Practical walkthrough

    1. Survival analysis with time-varying covariates

    2. Practical walkthrough

    1. Two-stage models

    2. Practical walkthrough

    1. Joint modelling of longitudinal and survival data

    2. Practical walkthrough

    1. Alternative association structures

    2. Practical walkthrough

About this course

  • 3000 SEK (Swedish Kroner)
  • 8 lectures and 6 practical walkthroughs


Michael Crowther

Biostatistician and Software Developer

Michael was for many years an academic biostatistician, rising to Associate Professor of Biostatistics at the University of Leicester, before relocating to Stockholm in 2021 to pursue some new challenges. He is an internationally renowned expert in survival analysis and joint modelling, and widely respected as a leading statistical software developer. He currently holds a 20% position as a Biostatistician at the Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, is an Honorary Senior Lecturer at the University of Bristol, and spends the rest of his time running Red Door Analytics. He has developed and taught numerous courses, across the globe, in specialist statistical methods over the past 10 years.


  • How long can I access the course materials for?

    After purchase you will be able to access the full course materials for 30 days.

  • Can I download the course materials?

    You are able to download all lecture slides (PDFs), datasets, solution do files. The lecture and solution walkthrough videos can not be downloaded.

  • What statistical software does the course use?

    The course uses Stata version 17 (all material is compatible with version 15 or higher).

  • Is there live teaching in this course?

    There is no live teaching in the course. All videos are pre-recorded. Each lesson has a discussion forum, and the course lecturer will respond to questions raised on these about the course materials.