4.5 Read 18 reviews
Overview
Mathematical models are increasingly used to understand the transmission of infectious diseases in populations and to evaluate the potential impact of control programmes in reducing morbidity and mortality. With this short course we aim to bridge the gap between theoretical training in infectious disease modelling, and the specialist technical skills needed for research in this area.
Participants will gain a working knowledge of using R to code dynamic transmission models. They will learn key principles for best practice in model coding including version control. They will learn how to code stochastic and deterministic epidemic models from scratch. They will also learn how to present model output by implementing sensitivity analysis and graphing data, and best practices for writing coherent code and using version control.
Teaching methods
The Modern Techniques in Modelling from London School of Hygiene and Tropical Medicine is taught online as a series of hands-on computer practicals in R. A series of optional pre-course introductory sessions on R, best-practices in programming and GitHub will be made available for those with little or no experience with R or version control.
Get more details
Visit programme websiteProgramme Structure
Courses include:- Using loops, functions, packages and sourcing in R
- Best practices in coding
- Discrete-time deterministic models
- Ordinary differential equation models, including using deSolve for integration
- Metapopulation models
- Simulation, sensitivity and sampling parameter sets, including Latin Hypercube sampling
- Processing outputs using ggplot: making graphs and stratifying outputs
- Network models: reading adjacency matrices and simulation of Reed-Frost models
- Stochastic models in discrete time
- Stochastic models in continuous time
- Version control: a hands-on introduction to Git and Github
Check out the full curriculum
Visit programme websiteKey information
Duration
- Full-time
- 4 days
Start dates & application deadlines
- StartingApply anytime.
More details
- Please contact the university for more information about the application deadline.
Language
English
Delivered
On Campus
Disciplines
Medicine Health Sciences View 71 other Short Courses in Medicine in United KingdomExplore more key information
Visit programme websiteAcademic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Student insurance
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items, so make sure your student insurance ticks all the following:
- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
We partnered with Aon to provide you with the best affordable student insurance, for a carefree experience away from home.
Get your student insurance nowStarting from €0.53/day, free cancellation any time.
Remember, countries and universities may have specific insurance requirements. To learn more about how student insurance work at London School of Hygiene and Tropical Medicine and/or in United Kingdom, please visit Student Insurance Portal.
Other requirements
General requirements
This course is aimed at people who have had some exposure to the theory and use of infectious disease modelling and who would like to start coding their own models using R. Individuals who know some R but do not have experience using R to code infectious disease models will benefit. The course is ideal for those who will be conducting research using infectious disease models in R or who want a deeper understanding of techniques for implementing models.
Make sure you meet all requirements
Visit programme websiteTuition Fee
To always see correct tuition fees
-
International
800 GBP/fullTuition FeeBased on the tuition of 800 GBP for the full programme during 4 days. -
National
800 GBP/fullTuition FeeBased on the tuition of 800 GBP for the full programme during 4 days.
Living costs for London
1137 - 2157 GBP /month
Living costs
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
Improve page content