Estimating parameters and hidden variables in non-linear state-space models based on ODEs for biological networks inference

MOTIVATION: Statistical inference of biological networks such as gene regulatory networks, signaling pathways and metabolic networks can contribute to build a picture of complex interactions that take place in the cell. However, biological systems considered as dynamical, non-linear and generally pa... View More