Parameter Estimation in Computational Biology by Approximate Bayesian Computation coupled with Sensitivity Analysis

Xin Liu, Mahesan Niranjan

We address the problem of parameter estimation in models of systems biology from noisy observations. The models we consider are characterized by simultaneous deterministic nonlinea…