The other two courses in this specialisation require you to perform deterministic modelling - in other words, the epidemic outcome is predictable as all parameters are fully known. However, this course delves into the many cases – especially in the early stages of an epidemic – where chance events can be influential in the future of an epidemic. So, you'll be introduced to some examples of such ‘stochasticity’, as well as simple approaches to modelling these epidemics using R. You will examine how to model infections for which such ‘population structure’ plays an important role in the transmission dynamics, and will learn some of the basic approaches to modelling vector-borne diseases, including the Ross-McDonald Model.

Building on the SIR Model

Building on the SIR Model
This course is part of Infectious Disease Modelling Specialization

Instructor: Nimalan Arinaminpathy
Access provided by Seminole State College
3,246 already enrolled
24 reviews
What you'll learn
Distinguish between stochastic and deterministic models, explain when either are appropriate, and perform simple simulations of a stochastic model
Identify where it is important to incorporate population structure in a model and design and simulate a transmission model capturing such structure
Evaluate the assumptions behind the Ross MacDonald model, and code such a model using R to simulate the dynamics of a vector-borne disease
Critically evaluate a modelling study and communicate its strengths and weaknesses to a scientifically literate audience
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Reviewed on Jun 23, 2020
I thought it was clear, the syntax problems were about the same topic and needed the solution talked about in the videos. The subject was completely covered. I already recommended it to like 5 people.
Reviewed on Jul 1, 2023
The peer review grade is not working properly. It is not showing result.
Reviewed on Sep 20, 2020
A great learning opportunity. Advanced content presented in a convincing and understandable manner. Simply amazing.
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