Before revision:  However, derivative data is a set of conditional expectations that are already observed in the market, so rather than use filtering techniques we compute animplied distribution by inverting the market's option prices.
After revision:  However, derivative data is a set of conditional expectations that are already observed in the market, implied distribution by inverting the market's option prices.