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This video teaches how to use the Breeden Litzenberger formula to derive risk-neutral probability density functions from option prices. This is valuable for simplifying complex computations in option pricing, especially for high-dimensional and complex dynamics. By computing derivatives once at different strikes and times to maturity, we can obtain a risk-neutral probability distribution function. Linear regression is then used to smooth the function, creating a cumulative density function for further analysis.