Role of identifiability in validation of compartmental models

State and parameter estimation algorithms can validity be applied only to a system which is observable, controllable and identifiable. The roles of observability, controllability and especially identifiability are considered in achieving a system having unique structure and unique set of parameters. Analysis is simplified considerably by restricting the class of system to the classical linear compartmental system.