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CDS Index Option Pricing with Spread Adjustments and Defaultable Annuities

Article Quant Q&A · Author: Curious Student

Summary

The document surveys approaches to valuing options on credit default swap indices using spread volatility, strike, and maturity. One route applies Black’s formula to the forward par index spread with a forward risky PV01 as numeraire. That measure can fail when the index defaultable PV01 reaches zero with positive probability, motivating a no-Armageddon measure construction intended to preserve arbitrage-free valuation.

A more implementable approximation adjusts the forward spread and strike before applying a Black swaption formula. The required inputs include an index survival curve, front-end protection to the forward start date, and the forward-period risky PV01. The discussion also warns that high-yield indices are quoted in prices, so spread volatility must be translated into price dynamics, while price volatility can be used more directly. It cites example prices close to a fuller model, but gives no derivation or numerical examples in the supplied text; implementation requires credit-model inputs and careful treatment of default risk.

Key ideas

  • A Black-style approach can value CDS index options from forward par spread, strike, spread volatility, maturity, and a risky PV01 numeraire.
  • A forward defaultable PV01 can be zero with positive probability, complicating the associated pricing measure.
  • An adjusted forward spread and strike allow use of a Black swaption formula, with front-end protection and risky PV01 calculations.
  • For high-yield indices quoted in price terms, spread volatility must be related to price dynamics before valuing the payoff.

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Full text
# Formula to price a CDS Index Option?


# Formula to price a CDS Index Option?












Say I wanted to buy an option on the CDX US HY Index (specifics here are irrelevant, but the point is that I'm looking for an option on a CDS Index).

What would be the pricing formula given inputs of spread vol, strike, time to maturity, etc?

If anyone could help, that would be great.

I have had a look through Dominic O'Kane's book (2008) but haven't found an explicit reference. I'm looking to try and build this out in excel, so if anyone is able to show/refer to something done there that would be even more useful.

## Answer by Gordon (score 5)

https://quant.stackexchange.com/a/30273

A good reference for the valuation of a CDS index option is the paper by Massimo Morini and Damiano Brigo, where they discussed the Bloomberg CDS index option valuation, which is based on Black's formula given the forward par index spread vol, strike, and time to maturity.

The issue with this formula is that the numeraire, the Index Defaultable Present Value per Basis Point, or the forward PV01, can be zero with a positive probability, and, as a consequence, the swap measure is not equivalent to the risk-neutral probability measure.

Morini and Brigo addressed the issues above, using a sub-filtration method, where they defined the so called no-Armageddon pricing measure that is equivalent to the risk-neutral probability measure, and consequently, they obtained an arbitrage-free option valuation.

## Answer by Dom (score 5)

https://quant.stackexchange.com/a/30274

You will see a discussion of how to do this in O'Kane's book in section 11.7. It shows that you can adjust the forward CDS index spread in such a way that you can then use Black's swaption pricing formula set out in section 11.3.1.

You will need to calculate a few extra terms to make these adjustments which are all set out. These will need you to extract the index survival probability curve from index spreads using a standard CDS valuation model.

You then have to adjust the forward rate that you enter. To do so you must calculate the value of the front end protection (PV of a protection leg to the forward start date) and then amortise this over the life of the index swap by dividing by the forward period index risky PV01.

You also have to adjust the strike of the CDS index option. Once again this is explained in the text.

Table 11.2 gives some example values and shows that this model gives option prices which are very close to the full model described before this section.

## Answer by chaospin (score 0)

https://quant.stackexchange.com/a/34294

You want to price the HY options given spread vols and other inputs. First of all, you need to understand HY indices are quoted in prices rather than spreads. With spread vols, you essentially assumed the spread dynamics, but your pay off is related to the price (or upfront payment). So you need to first derive the price dynamics from the spread dynamics using Ito's lemma. Then you should be able to calculate expected payoff under the right measure.

I believe Bloomberg and some other firms are currently using this approach.

However, if you are able to get price vols, things become easier, because you have price dynamics automatically and can simply plug in to the Blacks Formula.

There are a couple of other complications you need to consider in credit index option pricing.

- front end protection;

- possible zero numeraire.

A more interesting problem is to price IG options. IG indices are quoted in spreads. And you don't have an easy way to price them since you need to run a spread to upfront conversion on the exercise date to make the exercise decision. Please check out this paper on SSRN, https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2616370 which provides an alternative approach to solve the problem.

Shown in full with attribution under the source's licence. Licence: CC BY-SA 4.0 (Stack Exchange)

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.