Bayesian inference of infected patients in group testing with prevalence estimation.
Ayaka SakataPublished in: CoRR (2020)
Keyphrases
- bayesian inference
- group testing
- probabilistic model
- prior information
- disjoint sets
- hyperparameters
- bayesian model
- statistical inference
- variational inference
- probabilistic modeling
- gibbs sampler
- weighted model counting
- hierarchical bayesian
- infectious disease
- prior distribution
- hidden variables
- variational bayes
- particle filter
- markov chain monte carlo
- bayesian networks