Home
latest
Contents:
Executive Summary
Datasets
Models
When and where will influenza strike?
How big will an influenza outbreak be?
Discussion
Conclusions
Appendix
Home
Docs
»
Models
Edit on GitHub
Models
ΒΆ
Please navigate the content via the contents side bar!
When and where will influenza strike?
Motivation
Gaussian Processes Review
Model 1: Gaussian process
Model 2: Deep Gaussian processes
Model 3: Gaussian process mixture with XGBoost mean function
Experimental Results
Shortcomings
How big will an influenza outbreak be?
Motivation
Prior Elicitation
Prior Model
Observation Model
Simulating our prior model
A Quick Remark
Model Choice
Posterior sampling
Approximate Bayesian Computation
Results
Shortcomings
Read the Docs
v: latest
Versions
latest
Downloads
On Read the Docs
Project Home
Builds
Free document hosting provided by
Read the Docs
.