Think before you fit: parameter identifiability, sensitivity and uncertainty in systems biology models

Simon P. Preston, Richard D. Wilkinson, Richard H. Clayton +2

Reliable predictions from systems biology models require knowing whether parameters can be estimated from available data, and with what certainty. Identifiability analysis reveals…