Resumen
Standard response surface methodology employs a second order polynomial model to locate the stationary point @x of the true response function. To make Bayesian analysis more direct and simpler, we refer to an alternative and equivalent parametrization, which contains @x as parameter of interest. The marginal reference prior of @x is derived in its general form and particular cases are also given in detail, showing the Bayesian role of rotatability.