Estimation of Parameter Sensitivities for Stochastic Reaction Networks Using Tau-Leap Simulations.
Ankit GuptaMuruhan RathinamMustafa KhammashPublished in: SIAM J. Numer. Anal. (2018)
Keyphrases
- network topologies
- network parameters
- social networks
- accurate estimation
- heterogeneous networks
- network design
- error analysis
- parameter settings
- computer networks
- monte carlo
- estimation algorithm
- robust estimation
- network analysis
- input parameters
- simulation models
- agent based simulations
- community structure
- estimation accuracy
- cellular networks
- stochastic processes
- parameter estimates
- neural network
- maximum a posteriori probability