Girsanov’s Theorem

Derivation

This mathematical framework identifies how to transform a probability measure under which a stochastic process follows a specific drift into a new measure where that same process becomes a martingale. It serves as the formal foundation for risk-neutral pricing by removing the drift component from underlying asset dynamics. Financial engineers utilize this change of measure to simplify the valuation of complex derivatives that would otherwise be analytically intractable.