52 relationships discussed are necessarily aggregate in nature. Such aggregation unfortunately limits the resulting empirical models in many undesirable ways. Catch Equation Specification and Estimation In order to specify state catch equations, the form of the catch equation for an arbitrary region is first developed in a deterministic fashion. After developing the typical region's catch equation, the corss-sectional specification is presented. Commensurate with this discussion is the stochastic specification of the catch equation. The presentation concludes with the choice of the appropriate estimator. A general expression for a fishery catch equation is given by C = f(E, S) (41) where C refers to catch, E is effective fishing effort and S denotes the resource stock size. Since stock size is seldom observable, the catch equation stated in (41) is often modified for empirical analysis to C = f*(E) (42) In equation (42) aggregate catch is expressed as a function of only effective fishing effort. The f (E) function is used to denote the fact that the influence of the resource stock is not considered explicitly as in equation (41) but rather indirectly. The equilibrium yield models presented in the previous chapter are one such class of models.1 1Consider the Schaefer formula as an example. Equation (41) cor- responds to C = KEP in the Schaefer model. In this context P is elimi- nated through algebraic manipulation to derive the Schaefer type equilibrium yield function C = AE BE2. Here, AE BE2 corresponds to f*(E) in equation (42) above.