For bounded predictable on , the stochastic exponential is a positive martingale by the Novikov condition. Under , the Bayes formula for conditional expectation givesIndeed, the square-root stock ratio is . This exact identity gives the bounds on square-root stock implied volatility by bounding integrated variance pathwise. The Girsanov theorem gives . The measure is an auxiliary pricing identity for this payoff, not a claim that it is an equivalent martingale measure for the original stock.
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