Probabilistic program inference in network-based epidemiological simulations.
Niklas Smedemark-MarguliesRobin WaltersHeiko ZimmermannLucas LairdChristian van der LooNeela KaushikRajmonda CaceresJan-Willem van de MeentPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- bayesian networks
- inference process
- belief networks
- probabilistic networks
- probabilistic reasoning
- factor graphs
- bayesian reasoning
- logical inference
- bayes nets
- probabilistic model
- generative model
- probabilistic modeling
- bayesian inference
- program execution
- graphical models
- statistical relational learning
- variable elimination
- inference in bayesian networks
- grammatical inference
- computer programs
- exact inference
- simulation environment
- probabilistic inference
- posterior probability
- numerical simulations
- information theoretic
- data driven
- independence assumption
- public health
- information systems
- decision theoretic
- simulation model
- conditional random fields
- case study