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Evaluating Financial Models: The Challenge of Accuracy and Practicality

Explore the complexities of derivatives valuation and the challenge of balancing accuracy with practicality in financial modeling. Learn about the volatility smile, options theory, and the evolving derivatives paradigm. Dive into the insights of Emanuel Derman from Prisma Capital Partners LP and Columbia University, as he dissects the nuances of financial modeling in this thought-provoking presentation.

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Evaluating Financial Models: The Challenge of Accuracy and Practicality

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  1. Valuation and Its Discontents Derivatives 2007 Emanuel Derman Prisma Capital Partners LP & Columbia University

  2. What’s the Point of a Financial Model? • In physics you predict the future. • In finance, you interpolate, extrapolate in the present.

  3. “Right” vs. “True”? • ‘Right’ is consistent. • ‘True’ is true.

  4. Accuracy? • Ross: “Options pricing is the most successful theory, not only in finance, but in all of economics.” • Yes, but how accurate it is?

  5. The Volatility Smile S&P Smile BS Smile

  6. The Volatility Smile S&P Smile BS Smile Vulgar models are probably the most practical.

  7. The Derivatives Paradigm This is how options theory works: * pick a plausible stochastic process with parameters; * calculate the value of liquid securities whose prices you know; * calibrate the parameters to match those prices; * use the model to calculate values of other securities. Every few years the process has been repeated for a new asset class: * stock options: match stock and bond prices, calibrate volatility; * interest rates: match bond or swap prices, calibrate volatilities; * credit: match CDS prices, calibrate future default probabilities.

  8. Underlyer Trouble

  9. Emanuel Derman Prisma Capital Partners LP This presentation (the “Presentation”) is intended only for the person to whom it has been delivered. This Presentation is for discussion purposes only and is being furnished to you on a confidential basis to provide summary information regarding Prisma Capital Partners and the investment advisory services it offers. The Presentation may not be reproduced or used for any other purposes. You should not construe the contents of the Presentation as legal, tax investment or other advice. This Presentation is not an offer or solicitation with respect to the purchase or sale of any security.

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