Analytical parameter estimation of the SIR epidemic model. Applications to the COVID-19 pandemic.
Dimiter ProdanovPublished in: CoRR (2020)
Keyphrases
- parameter estimation
- maximum likelihood
- parameter values
- least squares
- model selection
- statistical models
- parameter estimation algorithm
- model fitting
- probabilistic model
- em algorithm
- energy function
- parameter estimates
- markov random field
- structure learning
- bayesian framework
- expectation maximization
- random fields
- approximate inference
- maximum likelihood estimation
- maximum a posteriori
- image processing
- prior model
- conditional random fields
- parameters estimation
- statistical model