课程信息

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第 3 门课程(共 3 门)
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中级
完成时间大约为20 小时
英语(English)
字幕:英语(English)

您将学到的内容有

  • 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 

您将获得的技能

Mathematical ModelR ProgrammingInfectious Diseases
可分享的证书
完成后获得证书
100% 在线
立即开始,按照自己的计划学习。
第 3 门课程(共 3 门)
可灵活调整截止日期
根据您的日程表重置截止日期。
中级
完成时间大约为20 小时
英语(English)
字幕:英语(English)

提供方

伦敦帝国学院 徽标

伦敦帝国学院

立即开始攻读硕士学位

此 课程 隶属于 伦敦帝国学院 提供的 100% 在线 Global Master of Public Health。如果您被录取参加全部课程,您的课程将计入您的学位学习进程。

教学大纲 - 您将从这门课程中学到什么

1

1

完成时间为 7 小时

Building on the SIR Model: Stochasticity

完成时间为 7 小时
5 个视频 (总计 14 分钟), 8 个阅读材料
5 个视频
An Insider's View of IDM4分钟
Stochastic and Deterministic Models2分钟
Simulating Stochasticity2分钟
Populations with Pre-Existing Immunity2分钟
8 个阅读材料
Welcome to Infectious Disease Modelling10分钟
About the Infectious Disease Modelling Team10分钟
Glossary10分钟
Modelling Infectious Disease Dynamics35分钟
Building on the SIR Model3分钟
The Story of MERS Coronavirus10分钟
Calculating Incidence in a Deterministic Model45分钟
The Resurgence of Measles15分钟
2

2

完成时间为 6 小时

Building on the SIR model: Heterogeneity

完成时间为 6 小时
2 个视频 (总计 7 分钟), 2 个阅读材料
2 个视频
Modelling Age-Specific Mixing4分钟
2 个阅读材料
The story of Seasonal Influenza15分钟
Modelling Influenza Vaccination Policy in the UK40分钟
3

3

完成时间为 5 小时

Building on the SIR model: Vector-borne Diseases

完成时间为 5 小时
6 个视频 (总计 25 分钟), 1 个阅读材料
6 个视频
Ross MacDonald/Force of Infection - Part 24分钟
Vectorial Capacity - Part 11分钟
Vectorial Capacity - Part 2: Impact of Interventions5分钟
A Closer Look at Interventions Against VBDs6分钟
Vector-borne Diseases: Interventions and R02分钟
1 个阅读材料
The Story of Dengue20分钟
4

4

完成时间为 2 小时

Assignment: Modelling Study Critique

完成时间为 2 小时

关于 Infectious Disease Modelling 专项课程

Mathematical modelling is increasingly being used to support public health decision-making in the control of infectious diseases. This specialisation aims to introduce some fundamental concepts of mathematical modelling with all modelling conducted in the programming language R - a widely used application today. The specialisation will suit you if you have a basic working knowledge of R, but would also like to learn the necessary basic coding skills to write simple mathematical models in this language. While no advanced mathematical skills are required, you should be familiar with ordinary differential equations, and how to interpret them. You'll receive clear instruction in the basic theory of infectious disease modelling alongside practical, hands-on experience of coding models in the programming language R....
Infectious Disease Modelling

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