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Building on the SIR Model
Coursera
Course
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Building on the SIR Model

Imperial College London

Explore the SIR epidemic model focusing on stochastic cases and their impact in early epidemic stages using R programming.

Unknown4 weeksEnglish

About this Course

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 h

What You'll Learn

  • Distinguish between stochastic and deterministic models and perform simulations
  • Design and simulate transmission models with population structure
  • Evaluate and code Ross MacDonald model using R
  • Critically assess modelling studies and communicate findings

Instructors

N

Nimalan Arinaminpathy

Faculty of Medicine, School of Public Health

Topics

R Programming
Simulations
Model Evaluation
Mathematical Modeling
Epidemiology
Infectious Diseases
Public Health
Statistical Modeling
Risk Modeling

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

برمجة R
المحاكاة
تقييم النماذج
النمذجة الرياضية
علم الأوبئة
الأمراض المعدية
الصحة العامة
النمذجة الإحصائية
Risk Modeling

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