The Carr-Madan replication formula ensures that knowledge of the prices of options at every strike is equivalent to knowing the entire pricing distribution. In many situations, the available market data is insufficient to determine this distribution precisely, and the question arises: what are the bounds for the option price at a specified strike, given the market-implied constraints?
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