This choice rule is widely applied in conjoint studies and often provides good estimates of market shares. However, as Luce (1959) notes, this rule requires that utilities be expressed as ratio-scaled numbers, such as those obtained from constant-sum scales where the customer allocates a fixed number of points among alternatives. Unfortunately, data from most conjoint studies do not satisfy this requirement.