  We introduce, analyze, and implement a new method for parameter
identification for system of ordinary differential equations that are used to
model sets of biochemical reactions. Our method relies on the integral
formulation of the ODE system and a method of linear least squares applied to
the integral equations. Certain variants of this method are also introduced in
this paper.
