This paper presents a straightforward method for asymptotically removing the well-known upward bias in observed returns … of equally-weighted portfolios. Our method removes all of the bias due to any random transient errors such as bid … return indexes for the NYSE, Amex, and NASDAQ and show that the bias is cumulative. In particular, a NASDAQ index (with a …