This paper analyzes the use of bootstrap methods to discern the statistical precision of consumer welfare estimates from recreation demand models. Results suggest that a great deal of imprecision is present in estimates from typical cross-section data. Precision can be improved through imposition of inequality constraints on the demand function parameters.