The common use of multiplicative models of recreational use (demand) results in difficulties in projecting future values. Alternative estimators are discussed, and theoretically optimal MSE-estimators are compared with OLS and maximum-likelihood estimators. Empirical results are based on use data for U.S. National Parks from Boyet and Tolley.