- 6 credits
- 30h+30h
- 2nd quarter
Language of instruction: French / FrançaisTeacher: Franco Nicolas
This lecture intends to present the basics of infectious disease epidemiology, mathématical modelling (compartmental models and IBM), machine learning process on real data, age-structured models and use of real contact data, statistical inference (MCMC, bootstrapping), ... The student whould be able to buikld and implement his own model.
More information can be found in the French description.
Handbook of Infectious Disease Data Analysis, Leonhard Held, Niel Hens, Philip O'Neill, Jacco Wallinga, Chapman & Hall/CRC handbooks of modern statistical methods, CRC Press, 2019