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Risk Management: Duration,
DV01 and Convexity
Suggested readings: MPP chapters 5 and 6




                                           1
2

Types of risk
 Interest rate risk
 Call/prepayment risk
 Reinvestment risk
 Credit risk
    ◦ Default risk
    ◦ Downgrade risk
 Liquidity risk
 etc…
 In this chapter we deal with interest rate risk


                                                2
3

Highlights
 Measuring sensitivity of bond prices to
  interest rate risk: duration, DV01
 Managing the interest rate risk of a portfolio
  of assets and liabilities
 Measuring the sensitivity of duration to
  changes in interest rates: convexity




                                                   3
4

              Price sensitivity of bonds
        120
                                             1 yr. zero (par = 100)
        100

        80
Price




        60

        40
                         10 yr. zero (par = 100)
        20

         0
              0   0.02     0.04       0.06          0.08        0.1   0.12   0.14
                              r (continuously compounded)




                                                                                    4
5

Linear Approximations
 How to measure sensitivity of bond prices
  to interest rates?
 Calculus provides answer: use derivative
 More specifically, if f is a function of x, the
  change in x is approximately (Taylor
  expansion) f(x) - f(x0) ≈ f’(x0)(x-x0)




                                                    5
6

Sensitivity of zero prices
   Price of a zero paying KT at time T
                KT        KT               
                                           rT T
          B                         KT e
               1 rT
                      T
                          e rT T
 Derivative (using continuous compounding):
            B           
                        rT T
                 TK T e      TB
            
           rT
 Taylor approximation:
  change in B ≈ -TB x (change in rT )
                                 


                                                  6
7

Dollar Duration
   Dollar duration ( $), or delta, is minus the
    change in price for 1 percentage point (e.g.,
    Price change for a 100 basis point
    movement in interest rates). For a zero
    maturing at T:
                     TB
                 $
                     100
     $ is minus the slope of the price-interest
    rate curve: change in price ≈ - $ x (change
    in (continuously compounded) int. rate)

                                                    7
8

    Coupon Bonds
 Coupon bond = sum of zeros => change in
  price = sum of changes in zero prices => delta
  of coupon bond = sum of deltas of zeros
 For a bond of maturity T, paying Kt in period t
              1 PV K 1      2 PV K 2          ... T PV KT
         $
                                   100

where:                      
                            rt t    Kt
             PV K t   Kte                 t
                                   1 rt

                                                            8
9

Parallel shifts of the term structure
   Use of delta does not assume flat term
    structure (interest rates are the same for all
    different maturities)
    – only that term structure makes a parallel
    (or uniform shift), i.e. that all (continuously
    compounded) interest rates change by the
    same amount




                                                      9
10

DV01
   $ is a price change per percentage point.
  Price change often expressed per basis
  point (i.e. 0.01%), known as DV01 (“dollar
  value of an ’01”).
  DV01 = - $ / 100.
 Also called PVBP (“price value of a basis
  point”) or PV01




                                                10
11
Small vs. large changes
in interest rates
 Consider a 20 yr. bd with annual cp of 10%,
  face=$100. Term structure is flat at 10%
  (annual compounding) or 9.53%
  (continuous compounding; 0.0953=ln(1.1))
 Assume term structure shifts up by: (1) 1
  b.p. to 9.54%. (2) 200 b.p. to 11.53%
 Compare actual price change vs. delta-
  based prediction. When is approximation
  good?



                                                11
12

Yield duration

  The Duration of a bond is a
    measure of how long on
 average the holder of the bond
  has to wait before receiving
        cash payments.


                              12
13

Yield duration
   Yield duration, or Macaulay duration
            1 K1   2 K2         T KT
                        2
                          ...       T
            1 y    1 y          1 y
       Dy
                       B
where y is the bond YTM (Cont. Comp.)
 Dy is a weighted average of cash-flow times
  (where weights = present value of cash-
  flows); in particular, for a zero, Dy = maturity
 Modified yield duration: Dymod = Dy/(1+y)



                                                 13
14

    Yield duration
 Dy provides approximation of percentage change
  in bond price (vs. price change for $) when yield
  changes:
  (change in price / price)
  ≈ - Dymod x (change in yield)
  ≈ - (Dy/(1+y)) x (change in yield)
 Yields on different bonds change differently when
  non-flat terms structure changes (even in case of
  parallel shifts) => can’t combine yield durations of
  different bonds to find portfolio duration => can’t
  use it in bond portfolio risk management (unless
  we assume flat term structure and all bond yields
  are the same)
                                                     14
15

Duration of a portfolio
 For a portfolio of n assets:
    $ = N1 $1 + N2 $2 + … + Nn $n
 Where Ni is the number of units of security i
 For liabilities (e.g., short sales, bonds
  issued by a bank, or customers’ deposits),
  Ni < 0




                                                  15
16

    Risk Management 101
 Value of portfolio (net of liabilities) = net equity:
  Vne = N1B1 + N2B2 + … + NnBn
 Delta of net equity: $ne = N1 $1 + N2 $2 + … +
  Nn $n
 Simplest interest rate risk management strategy
  (“delta-matching”) consists in picking desired
  delta ( $ne). Special case where $ne = 0 known
  as immunization
 Need to use two bonds which you are free to
  buy and sell (to set $ne to desired level without
  changing Vne, i.e. without investing extra
  money).

                                                      16
17

      Example of Delta Matching
       Liability is 7 year zero coupon bond F=$100K
       Delta of this liability can be matched using a 3
        year zero coupon bond with F=$100, and a 20
        year coupon bond with F=$100 and annual
        coupon payments of $5.
       Term structure continuous compounding

r1        
      .1, r2        
               .11, r3           
                          .115 , r4          
                                       .12 , r5             
                                                     .125 , r6           
                                                                    .13, r7            
                                                                                .135 , r8          
                                                                                             .14 , r9           
                                                                                                         .145 , r10        .15,


r11           
      .1525 , r12           
                    .1550 , r13           
                                  .1575 , r14           
                                                  .16 , r15         
                                                              .16 , r16          
                                                                          .155 , r17        
                                                                                       .15, r18          
                                                                                                  .145 , r19         
                                                                                                               .14 , r20    .13




                                                                                                          17
18

Problems with delta-matching
 Works well for small interest rate changes
 Requires rebalancing: deltas change over
  time
 Assumes uniform term structure shifts




                                               18
19

Forwards
 Forward <=> portfolio with two bonds, one
  long, one short
   $forward = $ of long bond – $ of short
  bond
 Risk management: given the existing $ of
  your position ( $before) and your desired $
  ( $after), pick Nforward such that:
    $after = $before + (Nforward x $forward)




                                                19
20

Convexity
 Convexity = curvature of the price-int. rate
  relationship = change in duration as int.
  rates change (=> error in delta-based
  approximation)
 Measure of convexity, gamma:

          12 PV K 1   22 PV K 2                 ... T 2 PV KT
      $
                                   10,000
                                     Kt
where       PV K t    Kte   rt t
                                            t
                                     1 rt

   For zero with maturity T,               $ =T2B/10,000
                                                                20
21

Mathematical justification
 The Taylor approximation can be improved
  by taking second derivative into account:
  f(x)≈f(x0)+f’(x0)(x-x0) +(1/2)f’’(x0)(x-x0)2
 More accurate estimate for bond price
  change: change in price ≈ - $ (change in
  int. rate) + (1/2) $ (change in int. rate)2
  (using continuously compounded rates)




                                                 21
22
 Example of Gamma Calculation
   3 year bond, semi-annual coupons, coupon yield
    14%. Face value 1,000
       t     CFt        DFt           PV(Kt)           T2xPV(kt)
       0.5         70         0.951            66.59      16.65
       1.0         70         0.905            63.34      63.34
       1.5         70         0.861            60.25     135.56
       2.0         70         0.819            57.31     229.24
       2.5         70         0.779            54.52     340.73
       3.0    1070            0.741        792.68 7,134.08
                        Sum              1094.68 7,919.58

• Value = 1094.68. Delta ( $)=28.1594,
  Gamma ( $)=0.79196
                                                                   22
23
Risk Management 102: matching
duration and convexity
 Gamma of portfolio = weighted sum of
  gammas of components
 To achieve portfolio of desired gamma and
  delta (e.g. $ = 0 to improve immunization)
  Vne = N1B1 + N2B2 + … + NnBn
   $ne = N1 $1 + N2 $2 + … + Nn $n
   $ne = N1 $1 + N2 $2 + … + Nn $n




                                               23
24

Barbells vs. bullets
 Barbelling = using a portfolio of short and
  long maturity bonds (barbell) rather than
  bonds of intermediate maturity (bullet)
 Barbell has greater convexity than bullet of
  same duration
 Suggests that, whatever change in interest
  rates, barbell always does better: is there
  an arbitrage (exploited by doing butterfly
  trade)?
 No, because of the effect of the passage of
  time
                                                 24
25

Theta
   Theta, $, measures the effect of a change
    in time (= minus the derivative of price with
    respect to maturity)

    $
        
        r1 PV K1    
                    r2 PV K 2        
                                 ... rT PV KT
   Improved approximation of change in bond
    price over small period:
    change in price ≈ - $ x (change in int. rate)
    + (1/2) $ x (change in int. rate)2 + $ x
    (change in time)


                                                    25

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risk measurement

  • 1. 1 Risk Management: Duration, DV01 and Convexity Suggested readings: MPP chapters 5 and 6 1
  • 2. 2 Types of risk  Interest rate risk  Call/prepayment risk  Reinvestment risk  Credit risk ◦ Default risk ◦ Downgrade risk  Liquidity risk  etc…  In this chapter we deal with interest rate risk 2
  • 3. 3 Highlights  Measuring sensitivity of bond prices to interest rate risk: duration, DV01  Managing the interest rate risk of a portfolio of assets and liabilities  Measuring the sensitivity of duration to changes in interest rates: convexity 3
  • 4. 4 Price sensitivity of bonds 120 1 yr. zero (par = 100) 100 80 Price 60 40 10 yr. zero (par = 100) 20 0 0 0.02 0.04 0.06 0.08 0.1 0.12 0.14 r (continuously compounded) 4
  • 5. 5 Linear Approximations  How to measure sensitivity of bond prices to interest rates?  Calculus provides answer: use derivative  More specifically, if f is a function of x, the change in x is approximately (Taylor expansion) f(x) - f(x0) ≈ f’(x0)(x-x0) 5
  • 6. 6 Sensitivity of zero prices  Price of a zero paying KT at time T KT KT  rT T B KT e 1 rT T e rT T  Derivative (using continuous compounding): B  rT T TK T e TB  rT  Taylor approximation: change in B ≈ -TB x (change in rT )  6
  • 7. 7 Dollar Duration  Dollar duration ( $), or delta, is minus the change in price for 1 percentage point (e.g., Price change for a 100 basis point movement in interest rates). For a zero maturing at T: TB $ 100  $ is minus the slope of the price-interest rate curve: change in price ≈ - $ x (change in (continuously compounded) int. rate) 7
  • 8. 8 Coupon Bonds  Coupon bond = sum of zeros => change in price = sum of changes in zero prices => delta of coupon bond = sum of deltas of zeros  For a bond of maturity T, paying Kt in period t 1 PV K 1 2 PV K 2 ... T PV KT $ 100 where:  rt t Kt PV K t Kte t 1 rt 8
  • 9. 9 Parallel shifts of the term structure  Use of delta does not assume flat term structure (interest rates are the same for all different maturities) – only that term structure makes a parallel (or uniform shift), i.e. that all (continuously compounded) interest rates change by the same amount 9
  • 10. 10 DV01  $ is a price change per percentage point. Price change often expressed per basis point (i.e. 0.01%), known as DV01 (“dollar value of an ’01”). DV01 = - $ / 100.  Also called PVBP (“price value of a basis point”) or PV01 10
  • 11. 11 Small vs. large changes in interest rates  Consider a 20 yr. bd with annual cp of 10%, face=$100. Term structure is flat at 10% (annual compounding) or 9.53% (continuous compounding; 0.0953=ln(1.1))  Assume term structure shifts up by: (1) 1 b.p. to 9.54%. (2) 200 b.p. to 11.53%  Compare actual price change vs. delta- based prediction. When is approximation good? 11
  • 12. 12 Yield duration The Duration of a bond is a measure of how long on average the holder of the bond has to wait before receiving cash payments. 12
  • 13. 13 Yield duration  Yield duration, or Macaulay duration 1 K1 2 K2 T KT 2 ... T 1 y 1 y 1 y Dy B where y is the bond YTM (Cont. Comp.)  Dy is a weighted average of cash-flow times (where weights = present value of cash- flows); in particular, for a zero, Dy = maturity  Modified yield duration: Dymod = Dy/(1+y) 13
  • 14. 14 Yield duration  Dy provides approximation of percentage change in bond price (vs. price change for $) when yield changes: (change in price / price) ≈ - Dymod x (change in yield) ≈ - (Dy/(1+y)) x (change in yield)  Yields on different bonds change differently when non-flat terms structure changes (even in case of parallel shifts) => can’t combine yield durations of different bonds to find portfolio duration => can’t use it in bond portfolio risk management (unless we assume flat term structure and all bond yields are the same) 14
  • 15. 15 Duration of a portfolio  For a portfolio of n assets: $ = N1 $1 + N2 $2 + … + Nn $n  Where Ni is the number of units of security i  For liabilities (e.g., short sales, bonds issued by a bank, or customers’ deposits), Ni < 0 15
  • 16. 16 Risk Management 101  Value of portfolio (net of liabilities) = net equity: Vne = N1B1 + N2B2 + … + NnBn  Delta of net equity: $ne = N1 $1 + N2 $2 + … + Nn $n  Simplest interest rate risk management strategy (“delta-matching”) consists in picking desired delta ( $ne). Special case where $ne = 0 known as immunization  Need to use two bonds which you are free to buy and sell (to set $ne to desired level without changing Vne, i.e. without investing extra money). 16
  • 17. 17 Example of Delta Matching  Liability is 7 year zero coupon bond F=$100K  Delta of this liability can be matched using a 3 year zero coupon bond with F=$100, and a 20 year coupon bond with F=$100 and annual coupon payments of $5.  Term structure continuous compounding  r1  .1, r2  .11, r3  .115 , r4  .12 , r5  .125 , r6  .13, r7  .135 , r8  .14 , r9  .145 , r10 .15,  r11  .1525 , r12  .1550 , r13  .1575 , r14  .16 , r15  .16 , r16  .155 , r17  .15, r18  .145 , r19  .14 , r20 .13 17
  • 18. 18 Problems with delta-matching  Works well for small interest rate changes  Requires rebalancing: deltas change over time  Assumes uniform term structure shifts 18
  • 19. 19 Forwards  Forward <=> portfolio with two bonds, one long, one short  $forward = $ of long bond – $ of short bond  Risk management: given the existing $ of your position ( $before) and your desired $ ( $after), pick Nforward such that: $after = $before + (Nforward x $forward) 19
  • 20. 20 Convexity  Convexity = curvature of the price-int. rate relationship = change in duration as int. rates change (=> error in delta-based approximation)  Measure of convexity, gamma: 12 PV K 1 22 PV K 2 ... T 2 PV KT $ 10,000  Kt where PV K t Kte rt t t 1 rt  For zero with maturity T, $ =T2B/10,000 20
  • 21. 21 Mathematical justification  The Taylor approximation can be improved by taking second derivative into account: f(x)≈f(x0)+f’(x0)(x-x0) +(1/2)f’’(x0)(x-x0)2  More accurate estimate for bond price change: change in price ≈ - $ (change in int. rate) + (1/2) $ (change in int. rate)2 (using continuously compounded rates) 21
  • 22. 22 Example of Gamma Calculation  3 year bond, semi-annual coupons, coupon yield 14%. Face value 1,000 t CFt DFt PV(Kt) T2xPV(kt) 0.5 70 0.951 66.59 16.65 1.0 70 0.905 63.34 63.34 1.5 70 0.861 60.25 135.56 2.0 70 0.819 57.31 229.24 2.5 70 0.779 54.52 340.73 3.0 1070 0.741 792.68 7,134.08 Sum 1094.68 7,919.58 • Value = 1094.68. Delta ( $)=28.1594, Gamma ( $)=0.79196 22
  • 23. 23 Risk Management 102: matching duration and convexity  Gamma of portfolio = weighted sum of gammas of components  To achieve portfolio of desired gamma and delta (e.g. $ = 0 to improve immunization) Vne = N1B1 + N2B2 + … + NnBn $ne = N1 $1 + N2 $2 + … + Nn $n $ne = N1 $1 + N2 $2 + … + Nn $n 23
  • 24. 24 Barbells vs. bullets  Barbelling = using a portfolio of short and long maturity bonds (barbell) rather than bonds of intermediate maturity (bullet)  Barbell has greater convexity than bullet of same duration  Suggests that, whatever change in interest rates, barbell always does better: is there an arbitrage (exploited by doing butterfly trade)?  No, because of the effect of the passage of time 24
  • 25. 25 Theta  Theta, $, measures the effect of a change in time (= minus the derivative of price with respect to maturity) $  r1 PV K1  r2 PV K 2  ... rT PV KT  Improved approximation of change in bond price over small period: change in price ≈ - $ x (change in int. rate) + (1/2) $ x (change in int. rate)2 + $ x (change in time) 25