First order strong convergence of positivity preserving logarithmic Euler-Maruyama method for the stochastic SIS epidemic model.
Hongfu YangJianhua HuangPublished in: Appl. Math. Lett. (2021)
Keyphrases
- statistical model
- mathematical model
- probabilistic model
- similarity measure
- prior knowledge
- modeling method
- objective function
- evaluation method
- sensitivity analysis
- test data
- cost function
- em algorithm
- prior information
- classification method
- reconstruction method
- hybrid model
- closed form
- theoretical analysis
- bp neural network
- detection method
- energy function
- parameter estimation
- gaussian distribution
- clustering method
- prediction model
- convergence rate
- probability distribution
- autoregressive
- stochastic model
- high level
- dynamic programming
- significant improvement
- support vector machine
- stochastic process
- diffusion model
- recognition algorithm
- input data
- maximum likelihood
- statistical methods
- expectation maximization
- high order
- pairwise
- first order logic
- bayesian networks