Rich-Cheap Analysis From Fitted Curve Residuals
Fit a smooth curve through a set of bond yields and the leftovers — the residuals — tell you which individual bonds are trading expensive or cheap relative to their neighbours, which is where curve relative-value trades come from.
Prerequisites: Yield Curve Basics, Spot, Par and Forward Curve Relationships
Lay a smooth curve through a scatter of Treasury yields plotted against maturity, and almost no bond sits exactly on it. Some yield a few basis points more than the curve says they should, some a few basis points less. Those gaps are not noise to be smoothed away — they are the entire trade. A relative-value desk's job is to find bonds sitting off the curve, buy the ones yielding more than they "should" (cheap) and sell the ones yielding less (rich), duration-matched so the position does not care which way rates move overall.
A residual is the actual yield minus the fitted curve's yield at that maturity. Positive residual, bond is cheap (you get paid more than the curve implies). Negative residual, bond is rich (you get paid less). The trade is long the residual, short the curve.
Fitting the curve
You cannot connect every bond's exact yield with a straight line and call it a curve — that would just be the bonds themselves. Instead you fit a small number of smooth curves through the whole set (commonly a cubic spline or a parametric form like Nelson-Siegel), letting a handful of parameters explain the general shape of level, slope and curvature while treating each bond's individual deviation from that shape as noise to be measured, not fitted. The fitting is usually done on on-the-run and liquid off-the-run issues together, minimizing the sum of squared yield errors, which is exactly what leaves interesting residuals on the less liquid names.
Worked example: spotting a cheap five-year note
A fitted curve puts the fair five-year yield at 4.10%. Three actual five-year-area notes trade at:
| Bond | Actual yield | Fitted yield | Residual |
|---|---|---|---|
| Note A (5.0y) | 4.16% | 4.10% | +6 bp |
| Note B (5.0y) | 4.04% | 4.10% | −6 bp |
| Note C (4.9y) | 4.11% | 4.09% | +2 bp |
Note A is cheap by 6 basis points and Note B is rich by 6 basis points relative to the fitted curve, even though both are labeled "five-year" — the difference usually comes down to liquidity (a recently issued, heavily traded note trades rich because everyone wants it for hedging and repo) or a slightly unusual coupon that skews its cash-flow weighting.
The trade: buy $100 million face of Note A, sell an equal-DV01 amount of Note B. Note A's DV01 is $47,800 per $100 million face and Note B's is $47,500, so the offsetting face amount is , i.e. about $100.6 million face of Note B. A parallel move in five-year rates moves both legs by roughly the same dollar amount and cancels out; the position only makes money if the 6-basis-point gap closes — Note A's yield falls relative to Note B's, or equivalently their prices converge.
Why residuals exist at all
If markets priced every bond off a perfectly smooth curve, there would be nothing here to trade. Residuals persist because bonds are not perfectly fungible: a specific bond can be in demand for delivery into a futures contract (making it trade special in repo and rich in cash), a recently auctioned on-the-run note carries a liquidity premium the curve does not know about, and small differences in coupon change how much of a bond's value sits in near versus far cash flows. None of that is "mispricing" in the sense of a free lunch — it is the cost of finding a genuinely matched, high-conviction pair before the position earns anything.
A wide residual is not automatically a trade. It can also mean your curve is badly fit — too few knot points in a spline, or a parametric form that cannot bend enough near a kink — in which case you are trading a modeling artifact, not a market anomaly. Always check whether the "cheap" bond is cheap for a structural reason (special in repo, on-the-run premium on the rich side) before sizing the trade.
Where it shows up
Curve-fitting residuals are the daily bread of government bond relative-value desks and are also how dealers mark off-the-run bonds they don't actively quote — pricing them off the fitted curve plus a liquidity adjustment. The same technique, applied to swap curves or corporate credit curves, is how traders flag individual bonds or swaps that have drifted away from their peers and need to converge or be arbitraged back in.
Key terms
- Residual — actual yield minus fitted curve yield at that maturity; positive means cheap, negative means rich.
- Curve fit — a spline or parametric model (e.g. Nelson-Siegel) summarizing the whole curve in a handful of parameters.
- On-the-run / off-the-run — the most recently issued benchmark bond versus older issues of similar maturity, which typically trade rich and cheap to each other respectively.
- DV01-matched pair trade — long the cheap bond, short the rich bond, sized so parallel rate moves cancel.
Related concepts
Practice in interviews
Further reading
- Tuckman & Serrat, Fixed Income Securities (ch. 4)
- Fabozzi, Bond Markets, Analysis, and Strategies (ch. 5)