The Box-Cox methodology has been extensively applied since it·was first introduced in 1964. This study establishes that the function currently used as a basis for implementing the Box-Cpx methodology is not a valid probability qensity function. The proper density function associated with the random variable underlying the Box-Cox methodology is derived.· Simulation evidence documents that the original Box-cox approach can result in considerable bias.