Identification of nested biological kinetic models using likelihood ratio tests

▸ We determine kinetic model structures and parameters from experimental datasets. ▸ Kinetic models are seen as nested structures and are organized into decision graphs. ▸ Model selection is based on the likelihood ratio tests. ▸ The algorithm for kinetic model identification is robust to measurement noise.