136 vessel numbers. Approximately 256 standardized vessels would be required to attain maximum economic yield when average fishing power was increased by 10 percent over 1975 levels. Similarly, a 25 percent increase in fishing power resulted in approximately 287 standardized vessels as the estimated optimum level of fishing effort in the reef fishery. The results of this study appear to be contrary to those obtained by the Gulf of Mexico Fishery Management Council. The preliminary GMFMC management plan has estimated that the maximum sustainable yield for the combined commercial and recreational reef fisheries is about 38.6 million pounds. Further, based on 1974 data, the conclusion was reached that the reef fishery was operating very near maximum sustainable yield. The management plan also concluded that the estimated domestic harvest of about 16.0 million pounds represented the optimum yield for the commercial fishery. Based on the findings of this study, any level of catch in the commercial fishery greater than 13.7 million pounds is not sustainable. Maximum economic yield was estimated to be 11.5 million pounds given 1975 levels of average fishing power. This estimate is considerably lower than optimum yield reported in the preliminary GMFMC management plan. Optimum yield in the fishing management plans considers social and biological factors as well as economic criteria. The empirical model of the Gulf of Mexico reef fish fishery developed in this study represents a beginning rather than an end. The limited amount of data and its highly aggregate nature has forced con- siderable simplification in the empirical modeling of the GMRFF. A plea for more and better data is registered. The model developed is also