The stochastic approach to index numbers has attracted renewed attention in recent times (e.g., Clements and Izan, 1981 and 1987; Diewert, 1995; Giles and McCann, 1994; and Selvanathan and Rao, 1994). One of the attractions of this approach is that it provides standard errors for the index numbers. This...