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Developing the SIR Model · LearnSpace
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Developing the SIR Model

Курс от Imperial College London
Средний≈ 21.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Compartmental modelling is a cornerstone of mathematical modelling of infectious diseases and this course will introduce some of the basic concepts in building compartmental models, including how to interpret and represent rates, durations and proportions. You'll learn to place the mathematics to one side and concentrate on gaining intuition into the behaviour of a simple epidemic, and be introduced to further basic concepts of infectious disease epidemiology, such as the basic reproduction number (R0) and its implications for infectious disease dynamics. To express the mathematical underpinnings of the basic drivers that you study, you'll use the simple SIR model, which, in turn, will help you examine different scenarios for reproduction numbers. Susceptibility to infection is the fuel for an infectious disease, so understanding the dynamics of susceptibility can offer important insights into epidemic dynamics, as well as priorities for control.

Навыки, которые вы освоите

EpidemiologyMathematical ModelingInfectious DiseasesPublic Health and Disease PreventionPublic HealthR ProgrammingDifferential EquationsInfection Control

Программа курса

4 модулей · 56 учебных материалов

01Modelling the Basics24 материалов

Welcome to the Course

Welcome to the CourseВидеоWelcome to Infectious Disease ModellingЧтениеAbout the Infectious Disease Modelling TeamЧтениеGlossaryЧтение

Учитесь у экспертов

Nimalan Arinaminpathy

Dr

Developing the SIR Model
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Обучение на Coursera

≈ 21.4 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

Часть программы вашего университета
Discuss your Interest or Experience in ModellingОбсуждение
An Insider's View of IDMВидео
Modelling Infectious Disease DynamicsЧтение
Completing Etivities in Jupyter NotebooksЛабораторная

R References

R Reference Guide for IDMЛабораторнаяSolving differential equations using ode() in RЛабораторная

Simple Compartmental Models

Infected Cohorts and Simple FlowsВидео Etivity: Modelling an Infected CohortЛабораторнаяSolutions - Modelling an Infected CohortЛабораторнаяCalculating Competing Hazards in Compartmental ModelsВидео Etivity: Simulating Competing HazardsЛабораторнаяSolutions - Simulating Competing HazardsЛабораторная

The Force of Infection, and the SIR Model

The Force of InfectionВидеоIntroduction to the SIR ModelВидео Etivity: SIR Model with a Constant Force of InfectionЛабораторнаяSolutions - SIR Model with a Constant Force of InfectionЛабораторнаяModelling the Force of InfectionВидеоEtivity: SIR Model with a Dynamic Force of InfectionЛабораторнаяSolutions - SIR Model with a Dynamic Force of InfectionЛабораторнаяReflections on the SIR ModelВидео
02Anatomy of an Epidemic9 материалов

Transmission Drivers of an Epidemic

Introduction to the WeekВидеоWhat Drives an Epidemic?ОбсуждениеEtivity: What Drives an Epidemic?PLUGINFundamental Drivers of Epidemic GrowthВидеоWhat Drives the Decline of an Epidemic?ОбсуждениеWhy an Epidemic PeaksВидео

Can We Control Transmission?

Departures from the SIR ModelВидеоCan We Control Transmission?ЧтениеQuestions so farОбсуждение
03Combining Modelling and Insights8 материалов

SIR Dynamics

Introduction to the WeekВидеоEtivity: SIR Dynamics with Varying ParametersЛабораторнаяSolutions - SIR Dynamics with Varying ParametersЛабораторная

R0 and Reff

Explaining R0 in Model TermsВидеоEtivity: Simulating the Effective Reproduction Number ReffЛабораторнаяSolutions - Simulating the Effective Reproduction Number ReffЛабораторнаяPrevalence and IncidenceВидео

R0 Complexities

More Complex Forms of R0Чтение
04Dynamics of Susceptibles15 материалов

Population Turnover and Vaccination

Effective Reproduction Number: recapPLUGINModelling Population TurnoverВидеоModelling Population TurnoverЛабораторнаяSolutions - Modelling Population TurnoverЛабораторнаяA Simple Model for VaccinationВидеоA Simple Model for VaccinationЛабораторнаяSolutions - A Simple Model for VaccinationЛабораторная

Waning Immunity

Modelling Waning ImmunityВидеоModelling Waning ImmunityЛабораторнаяSolutions - Modelling Waning ImmunityЛабораторнаяSummary: Modifiers of Population SusceptibilityВидео

Combining the Mechanisms

Combining the mechanismsЛабораторнаяSolutions - Neonatal Vaccination to Reduce Prevalence of an Endemic Disease in LivestockЛабораторная

Assignment: Course Quiz

Course QuizЗаданиеYour QuestionsОбсуждение