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Quantitative Risk Management / Credit Risk — Single Name

Reduced-Form Models: Hazard Rates and Risk-Neutral Default Probabilities

The Merton model produces zero short-term credit spreads — a fundamental empirical failure that motivates an alternative approach. Reduced-form models skip the firm-value mechanism entirely and model the default time τ\tau directly as a random variable with a hazard function γ(t)\gamma(t). This "black-box" approach sacrifices the economic narrative (why does the firm default?) in exchange for:
  1. Nonzero short-term credit spreads (because γ(0)>0\gamma(0) > 0 means the firm can default imminently).
  2. Direct calibration to CDS market quotes.
  3. Tractable pricing formulas for bonds and CDS.

The hazard rate γ(t)\gamma(t) is the instantaneous probability of default at time tt, given survival to tt. The survival function takes the exponential form Fˉ(t)=exp⁡(−∫0tγ(s) ds)\bar F(t) = \exp(-\int_0^t \gamma(s)\,ds). For pricing purposes, we work under a risk-neutral measure Q\mathbb{Q} with risk-neutral hazard function γQ(t)\gamma^\mathbb{Q}(t), which differs from the physical hazard by a risk premium. A key practical result: for a constant hazard rate and short maturities, the CDS spread satisfies x∗≈γQ⋅δx^* \approx \gamma^\mathbb{Q} \cdot \delta — the spread is approximately the product of the risk-neutral default intensity and the LGD.

Learning objectives. By the end of this note you should be able to:
  • define the cumulative hazard function Γ(t)\Gamma(t) and hazard function γ(t)\gamma(t);
  • derive the survival probability formula Fˉ(t)=exp⁡(−∫0tγ(s) ds)\bar F(t) = \exp(-\int_0^t \gamma(s)\,ds);
  • compute conditional survival probabilities using (10.28);
  • price a default-free zero-coupon bond and a defaultable bond under the RT recovery model;
  • state the premium and default payment legs of a CDS and derive the fair spread formula;
  • use the approximation γQ≈x∗/δ\gamma^\mathbb{Q} \approx x^*/\delta to back out the implied hazard rate from CDS quotes;
  • explain the ratio q/pq/p between risk-neutral and physical default probabilities.

In this lesson

    1. Hazard rate models
    1. Bond pricing under the RT recovery model
    1. CDS pricing and calibration
    1. Risk-neutral vs physical default probabilities

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