HPDM097 - Making a difference with health data:

Stochastic Healthcare Systems

Practical material for modelling stochastic health systems

Dependencies

Please use the provided conda environment

conda env create -f binder/environment.yml

conda activate hds_stoch

Syllabus

Computer simulation exercises

1. Introduction to SimPy

• optional: Advanced methods for results collection

2. Modelling more complex health systems

3. Input modelling exercises

   3.1 Introduction to auto_fit

   3.2 A&E data wrangling and input modelling

4. Modelling time dependent arrivals

5. Case study: modelling health systems with a scheduling function.

6. Simulation output analysis

Solutions to exercises:

1. Introduction to SimPy

2. Modelling more complex health systems

3. Input modelling exercises

   3.2 A&E data wrangling and input modelling

4. Modelling time dependent arrivals

5. Case study: modelling health systems with a scheduling function.

6. Simulation output analysis