Parameter Estimation in Epidemic Spread Networks Using Limited Measurements.
Lintao YePhilip E. ParéShreyas SundaramPublished in: SIAM J. Control. Optim. (2022)
Keyphrases
- parameter estimation
- maximum likelihood
- model selection
- least squares
- markov random field
- statistical models
- parameter estimation algorithm
- em algorithm
- maximum likelihood estimation
- infectious disease
- expectation maximization
- parameters estimation
- parameter values
- random fields
- model fitting
- maximum a posteriori
- approximate inference
- structure learning
- estimation problems
- gibbs sampling
- network structure
- public health
- position estimation
- bayesian networks