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A Simple Method for Extracting the Probability of Default from American Put Option Prices

Staff working paper 2020-15 Bo Young Chang, Greg Orosi
A put option is a financial contract that gives the holder the right to sell an asset at a specific price by (or at) a specific date. A put option can therefore provide its holder insurance against a large drop in the stock price. This makes the prices of put options an ideal source of information for a market-based measure of the probability of a firm’s default.

Equity Option-Implied Probability of Default and Equity Recovery Rate

Staff working paper 2016-58 Bo Young Chang, Greg Orosi
There is a close link between prices of equity options and the default probability of a firm. We show that in the presence of positive expected equity recovery, standard methods that assume zero equity recovery at default misestimate the option-implied default probability.