Gaussian process approximations for fast inference from infectious disease data

Author:

Buckingham-Jeffery ElizabethORCID,Isham Valerie,House ThomasORCID

Funder

Engineering and Physical Sciences Research Council

Publisher

Elsevier BV

Subject

Applied Mathematics,General Agricultural and Biological Sciences,General Immunology and Microbiology,General Biochemistry, Genetics and Molecular Biology,Modeling and Simulation,General Medicine,Statistics and Probability

Reference40 articles.

1. Stochastic Epidemic Models and Their Statistical Analysis;Andersson,2000

2. Particle Markov chain Monte Carlo methods;Andrieu;J. R. Stat. Soc.,2010

3. Gaussian process approximations of stochastic differential equations;Archambeau;J. Mach. Learn. Res.,2007

4. The Mathematical Theory of Infectious Diseases and its Applications;Bailey,1975

5. Heterogeneous network epidemics: real-time growth, variance and extinction of infection;Ball;J. Math. Biol.,2017

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