1. A method of on-line, non-intrusive monitoring of a catalytic converter, the method comprising: modeling dynamic behavior of a catalytic converter using an oxygen storage dominant model; identifying parameters in the model using a recursive Kalman filtering technique; deriving a catalyst diagnostic index from a preselected parameter of the model; and using the index to judge performance of the catalytic converter.