Unbiased Estimation of Parameter Sensitivities for Stochastic Chemical Reaction Networks.
Ankit GuptaMustafa KhammashPublished in: SIAM J. Sci. Comput. (2013)
Keyphrases
- chemical reaction
- parameters estimation
- parameter estimation
- heterogeneous networks
- network parameters
- parameter estimates
- accurate estimation
- robust estimation
- network design
- generalized cross validation
- social networks
- network size
- stochastic optimization
- estimation algorithm
- parameter values
- computer networks
- sensitivity analysis
- network structure
- complex systems
- probabilistic model
- lower bound
- reinforcement learning