Sensitivity of Bond Prices to Interest Rates

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This example demonstrates an analysis of duration and convexity for a bond portfolio using SIA-compliant bond functions.

Macaulay and modified duration measure the sensitivity of a bond's price to changes in the level of interest rates. Convexity measures the change in duration for small shifts in the yield curve, and thus measures the second-order price sensitivity of a bond. Both measures can gauge the vulnerability of a bond portfolio's value to changes in the level of interest rates.

Alternatively, analysts can use duration and convexity to construct a bond portfolio that is partly hedged against small shifts in the term structure. If you combine bonds in a portfolio whose duration is zero, the portfolio is insulated, to some extent, against interest rate changes. If the portfolio convexity is also zero, this insulation is even better. However, since hedging costs money or reduces expected return, you must know how much protection results from hedging duration alone compared to hedging both duration and convexity.

The code in this example demonstrates a way to analyze the relative importance of duration and convexity for a bond portfolio using some of the SIA-compliant bond functions in Financial Toolbox™ software. Using duration, this example constructs a first-order approximation of the change in portfolio price to a level shift in interest rates. Then, using convexity, this example calculates a second-order approximation. Finally, ths example compares the two approximations with the true price change resulting from a change in the yield curve.

Define Bonds

Define three bonds using values for the settlement date, maturity date, face value, and coupon rate. For simplicity, accept default values for the coupon payment periodicity (semiannual), end-of-month payment rule (rule in effect), and day-count basis (actual/actual). Also, synchronize the coupon payment structure to the maturity date (no odd first or last coupon dates). Any inputs for which defaults are accepted are set to empty matrices ([]) as placeholders where appropriate.

Settle     = '19-Aug-1999';
Maturity   = ['17-Jun-2010'; '09-Jun-2015'; '14-May-2025'];
Face       = [100; 100; 1000];
CouponRate = [0.07; 0.06; 0.045];

Specify the yield curve information.

Yields = [0.05; 0.06; 0.065];

Calculate Bond Price, Modified Duration, and Convexity

For each bond, calculate the price using bndprice, modified duration in years using bnddury, and convexity in years using bndconvy. The true price is quoted (clean) price plus accrued interest.

[CleanPrice, AccruedInterest] = bndprice(Yields, CouponRate, ...
Settle, Maturity, 2, 0, [], [], [], [], [], Face);

Durations = bnddury(Yields, CouponRate, Settle, Maturity, 2, 0, ...
[], [], [], [], [], Face);

Convexities = bndconvy(Yields, CouponRate, Settle, Maturity, 2, 0, ...
[], [], [], [], [], Face);

Prices  =  CleanPrice + AccruedInterest
Prices = 3×1

  117.7622
  101.1534
  763.3932

Shift Yield Curve

Choose a hypothetical amount by which to shift the yield curve (here, 0.2 percentage point or 20 basis points).

dY = 0.002;

Weight the three bonds equally, and calculate the actual quantity of each bond in the portfolio, which has a total value of $100,000.

PortfolioPrice   = 100000;
PortfolioWeights = ones(3,1)/3;
PortfolioAmounts = PortfolioPrice * PortfolioWeights ./ Prices
PortfolioAmounts = 3×1

  283.0562
  329.5324
   43.6647

Calculate Modified Duration and Convexity for Portfolio

Calculate the modified duration and convexity of the portfolio. The portfolio duration or convexity is a weighted average of the durations or convexities of the individual bonds. Calculate the first- and second-order approximations of the percent price change as a function of the change in the level of interest rates.

PortfolioDuration  = PortfolioWeights' * Durations;
PortfolioConvexity = PortfolioWeights' * Convexities;
PercentApprox1 = -PortfolioDuration * dY * 100
PercentApprox1 = 
-2.0636

PercentApprox2 =  PercentApprox1 + ...
PortfolioConvexity*dY^2*100/2.0
PercentApprox2 = 
-2.0321

Estimate Portfolio Price

Estimate the new portfolio price using the two estimates for the percent price change.

PriceApprox1  =  PortfolioPrice + ... 
PercentApprox1 * PortfolioPrice/100 
PriceApprox1 = 
9.7936e+04

PriceApprox2  =  PortfolioPrice + ...
PercentApprox2 * PortfolioPrice/100
PriceApprox2 = 
9.7968e+04

Calculate True New Portfolio Price

Calculate the true new portfolio price by shifting the yield curve.

[CleanPrice, AccruedInterest] = bndprice(Yields + dY, ...
CouponRate, Settle, Maturity, 2, 0, [], [], [], [], [], ...
Face);

NewPrice = PortfolioAmounts' * (CleanPrice + AccruedInterest)
NewPrice = 
9.7968e+04

Compare Results

Compare the results. The analysis results are as follows:

  • The original portfolio price was $100,000.

  • The yield curve shifted up by 0.2 percentage point or 20 basis points.

  • The portfolio duration and convexity are 10.3181 and 157.6346, respectively. These are needed for Bond Portfolio for Hedging Duration and Convexity.

  • The first-order approximation, based on modified duration, predicts the new portfolio price (PriceApprox1), which is $97,936.37.

  • The second-order approximation, based on duration and convexity, predicts the new portfolio price (PriceApprox2), which is $97,968.90.

  • The true new portfolio price (NewPrice) for this yield curve shift is $97,968.51.

  • The estimate using duration and convexity is good (at least for this fairly small shift in the yield curve), but only slightly better than the estimate using duration alone. The importance of convexity increases as the magnitude of the yield curve shift increases. Try a larger shift (dY) to see this effect.

The approximation formulas in this example consider only parallel shifts in the term structure, because both formulas are functions of dY, the change in yield. The formulas are not well-defined unless each yield changes by the same amount. In actual financial markets, changes in yield curve level typically explain a substantial portion of bond price movements. However, other changes in the yield curve, such as slope, may also be important and are not captured here. Also, both formulas give local approximations whose accuracy deteriorates as dY increases in size. You can demonstrate this by running the program with larger values of dY.

See Also

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