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Survivorship Bias in the Development of Equity Trading Systems

This paper will outline the survivorship bias inherent in conducting trading system research on a universe of securities comprised of members of an index, or ranking system, where membership
is based on capitalization of other proxy measures of liquidity.

We will define a sample research universe and attempt to measure a portion of the survivor bias inherent in that universe.