Bayesian Training
Bayesian Training equips statisticians with skills to construct priors, calculate posteriors, and evaluate vaccine efficacy using credible intervals, robustness assessments, and clear visual aids, enabling assured data-informed choices in vaccine trials. The programme emphasises hands-on application for reliable real-world outcomes.

from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
This course provides a practical guide to Bayesian analysis of vaccine trial data. Learners will set up binomial models, create trial simulations, develop priors based on expert input for vaccine efficacy, and conduct Bayesian updates. It covers summarising posterior distributions, implementing robustness tests, steering clear of frequent errors, and effectively conveying uncertainty to stakeholders in actual studies.
Elevify advantages
Develop skills
- Bayesian VE modelling: rapidly construct and evaluate binomial vaccine efficacy models.
- Prior elicitation: convert expert opinions on VE into effective Beta priors.
- Posterior analysis: determine VE averages, credible intervals, and Pr(VE>50%).
- Robustness checks: perform prior sensitivity analysis, sceptical priors, and prior predictive checks.
- Communication: present Bayesian VE findings accessibly to technical audiences.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your lessons are perfect. I purchased the one-year package and finally have the opportunity to follow various topics of interest without needing to change platforms... I'm grateful for everything you do, I've already recommended you to other people...

Giulio CarloDigital Marketing Student
I like how the lessons are straight to the point and how I can change chapters and skip content I don't need.

Mariana FerresPhotography Student
I like the content and the way videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos really help with learning.

André FelipePrompt Engineering Student
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