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THE GREEKS: A MEASURE
 OF RISK FOR OPTIONS


 ALAN ANDERSON, Ph.D.
   ECI RISK TRAINING
  www.ecirisktraining.com

                      (c) ECI Risk Training 2009
             1
                       www.ecirisktraining.com
THE GREEKS

The Greeks are risk measures that describe the
sensitivity of option prices to changes in:


      the underlying asset price
      the volatility of the underlying asset
      the risk-free rate of interest
      the time to maturity of the option
                                        (c) ECI Risk Training 2009
                          2
                                         www.ecirisktraining.com
The Greeks are:

         • delta
         • gamma
         • theta
         • vega
         • rho
                      (c) ECI Risk Training 2009
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DELTA


The delta of an option is the sensitivity of
the option’s price with respect to a change in
the price of the underlying asset




                                     (c) ECI Risk Training 2009
                      4
                                      www.ecirisktraining.com
For a call option, delta is defined as:


                ∂C
           ΔC =
                ∂S


                                  (c) ECI Risk Training 2009
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                                   www.ecirisktraining.com
This represents the change in C
with respect to a change in S


The delta of a call option can
assume a value between 0 and 1



                            (c) ECI Risk Training 2009
               6
                             www.ecirisktraining.com
A call’s delta equals the slope of its price curve:




                                        (c) ECI Risk Training 2009
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                                         www.ecirisktraining.com
(c) ECI Risk Training 2009
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     www.ecirisktraining.com
Delta is close to zero when the call is deep out
of the money, rises to 0.5 when the call is at
the money, then moves close to one as the call
moves deep into the money




                                     (c) ECI Risk Training 2009
                       9
                                      www.ecirisktraining.com
For a put option, delta is defined as:


                    ∂P
               ΔP =
                    ∂S


                                   (c) ECI Risk Training 2009
                     10
                                    www.ecirisktraining.com
The delta of a put option can assume a value
between -1 and 0.


A put’s delta equals the slope of its price curve;
the following diagram shows a European put:



                                       (c) ECI Risk Training 2009
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(c) ECI Risk Training 2009
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      www.ecirisktraining.com
Delta is close to -1 when the put is deep in the
money, moves to -0.5 when the put is at the
money, then moves close to zero as the put
moves deep out of the money




                                      (c) ECI Risk Training 2009
                       13
                                       www.ecirisktraining.com
The price curve of an American put
is shown in the following diagram:




                               (c) ECI Risk Training 2009
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(c) ECI Risk Training 2009
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PORTFOLIO DELTA


Since delta is a linear measure, the delta of a
portfolio of assets is a weighted average of
the deltas of the assets in the portfolio




                                     (c) ECI Risk Training 2009
                       16
                                      www.ecirisktraining.com
This is computed as follows:

                   n
          Δ π = ∑ wi Δ i
                  i =1




                               (c) ECI Risk Training 2009
                       17
                                www.ecirisktraining.com
where:


         π   = portfolio delta
    wi = weight of asset i

         i   = delta of asset i

                                  (c) ECI Risk Training 2009
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                                   www.ecirisktraining.com
DELTA NEUTRAL


A portfolio with a delta of zero is perfectly
hedged; its value is unaffected by changes in
market prices


This portfolio is said to be delta neutral


                                     (c) ECI Risk Training 2009
                      19
                                      www.ecirisktraining.com
GAMMA

The gamma of an option is the
sensitivity of the option’s price
with respect to a change in the
delta of the option



                                (c) ECI Risk Training 2009
                 20
                                 www.ecirisktraining.com
CALL GAMMA

For a call option, gamma is defined as:

                ∂C
   ΓC =
        ∂ Δ( )
            =
              ∂( )
                 ∂S = ∂ C
                       2


         ∂S     ∂S    ∂S 2




                                  (c) ECI Risk Training 2009
                    21
                                   www.ecirisktraining.com
PUT GAMMA

For a put option, gamma is defined as:

                  ∂P
     ΓP =
            ( )
          ∂ Δ
              =
                ∂( )
                   ∂S = ∂ P
                         2


           ∂S     ∂S    ∂S 2




                                   (c) ECI Risk Training 2009
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                                    www.ecirisktraining.com
NOTE

Gamma is identical for a call and a put option
with the same strike, maturity and underlying
asset.


Gamma’s value is a function of the moneyness
of the option:

                                   (c) ECI Risk Training 2009
                     23
                                    www.ecirisktraining.com
Gamma reaches its maximum value when an
option is close to being at the money, and
declines as the option moves further into or
out of the money.


These features of gamma can be seen by
noting that gamma is the slope of the delta
function for both the call and the put option.

                                    (c) ECI Risk Training 2009
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                                     www.ecirisktraining.com
Since the delta of the call and put differ by a
constant, the slopes of their delta functions are
equal.


In both cases, the slope of the curve reaches
its maximum value near the strike price of the
option.

                                     (c) ECI Risk Training 2009
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                                      www.ecirisktraining.com
Since the call and put delta function have
positive slopes throughout; therefore, gamma
is always positive.




                                   (c) ECI Risk Training 2009
                     26
                                    www.ecirisktraining.com
Gamma


         0.03




        0.025




         0.02
Gamma




        0.015




         0.01




        0.005




           0
                5   10   15   20   25   30   35   40   45        50   55   60   65   70   75     80     85    90    95      100
                                                        Stock Price ($)


                                                                                               (c) ECI Risk Training 2009
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                                                                                                www.ecirisktraining.com
NOTE

The gamma of the underlying asset is zero.
Since a forward contract is a linear instrument,
its delta is a constant; therefore, its gamma is
also zero.



                                      (c) ECI Risk Training 2009
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                                       www.ecirisktraining.com
THETA

The theta of an option is the sensitivity of the
option’s price with respect to a change in the time
to maturity.


Theta is also known as the option’s time decay.


                                       (c) ECI Risk Training 2009
                        29
                                        www.ecirisktraining.com
NOTE

Theta is usually negative; it can be positive
for an in-the-money European put on a non-
dividend paying stock due to the possibility
that it is currently selling for less than its
intrinsic value.



                                     (c) ECI Risk Training 2009
                      30
                                      www.ecirisktraining.com
Theta’s value declines continuously
with the option’s time to maturity.




                                 (c) ECI Risk Training 2009
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                                  www.ecirisktraining.com
Call Theta


          0
               5   10   15   20   25   30   35   40   45    50     55   60   65   70   75     80    85    90     95      100


        -0.5




         -1




        -1.5
Theta




         -2




        -2.5




         -3




        -3.5
                                                       Stock Price ($)


                                                                                            (c) ECI Risk Training 2009
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                                                                                             www.ecirisktraining.com
Put Theta


          0
               5   10   15   20   25   30   35   40   45    50    55   60   65   70   75     80    85    90     95      100


        -0.5




         -1




        -1.5
Theta




         -2




        -2.5




         -3




        -3.5
                                                       Stock Price ($)



                                                                                           (c) ECI Risk Training 2009
                                                           33
                                                                                            www.ecirisktraining.com
VEGA


The vega (sometimes known as lambda or
kappa) of an option is the sensitivity of the
option’s price with respect to a change in the
volatility of the underlying asset.




                                     (c) ECI Risk Training 2009
                      34
                                      www.ecirisktraining.com
NOTE

Vega is identical for a call and a put
option with the same strike, maturity and
underlying asset.


Vega is always positive and is a function
of the option’s moneyness.

                                  (c) ECI Risk Training 2009
                   35
                                   www.ecirisktraining.com
Vega reaches its maximum value when an
option is close to being at the money, and
declines as the option moves further into or
out of the money




                                    (c) ECI Risk Training 2009
                      36
                                     www.ecirisktraining.com
Vega


       20


       18


       16


       14


       12
Vega




       10


        8


        6


        4


        2


        0
            5   10   15   20   25   30   35   40   45    50    55   60   65   70   75     80    85    90     95      100
                                                    Stock Price ($)


                                                                                        (c) ECI Risk Training 2009
                                                         37
                                                                                         www.ecirisktraining.com
RHO

The rho of an option is the sensitivity of
the option’s price with respect to a change
in the risk-free rate of interest.


For a call option, rho is positive; for a put
option, rho is negative.

                                      (c) ECI Risk Training 2009
                       38
                                       www.ecirisktraining.com
Call Rho


      50


      45


      40


      35


      30
Rho




      25


      20


      15


      10


       5


       0
           5   10   15   20   25   30   35   40   45   50     55   60   65   70   75     80    85    90     95      100
                                                   Stock Price ($)


                                                                                       (c) ECI Risk Training 2009
                                                       39
                                                                                        www.ecirisktraining.com
Put Rho


       0
            5   10   15   20   25   30   35   40   45    50   55   60   65   70   75     80    85    90     95      100

       -5


      -10


      -15


      -20
Rho




      -25


      -30


      -35


      -40


      -45


      -50
                                                    Stock Price ($)



                                                                                       (c) ECI Risk Training 2009
                                                        40
                                                                                        www.ecirisktraining.com

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The Greeks

  • 1. THE GREEKS: A MEASURE OF RISK FOR OPTIONS ALAN ANDERSON, Ph.D. ECI RISK TRAINING www.ecirisktraining.com (c) ECI Risk Training 2009 1 www.ecirisktraining.com
  • 2. THE GREEKS The Greeks are risk measures that describe the sensitivity of option prices to changes in:   the underlying asset price   the volatility of the underlying asset   the risk-free rate of interest   the time to maturity of the option (c) ECI Risk Training 2009 2 www.ecirisktraining.com
  • 3. The Greeks are: • delta • gamma • theta • vega • rho (c) ECI Risk Training 2009 3 www.ecirisktraining.com
  • 4. DELTA The delta of an option is the sensitivity of the option’s price with respect to a change in the price of the underlying asset (c) ECI Risk Training 2009 4 www.ecirisktraining.com
  • 5. For a call option, delta is defined as: ∂C ΔC = ∂S (c) ECI Risk Training 2009 5 www.ecirisktraining.com
  • 6. This represents the change in C with respect to a change in S The delta of a call option can assume a value between 0 and 1 (c) ECI Risk Training 2009 6 www.ecirisktraining.com
  • 7. A call’s delta equals the slope of its price curve: (c) ECI Risk Training 2009 7 www.ecirisktraining.com
  • 8. (c) ECI Risk Training 2009 8 www.ecirisktraining.com
  • 9. Delta is close to zero when the call is deep out of the money, rises to 0.5 when the call is at the money, then moves close to one as the call moves deep into the money (c) ECI Risk Training 2009 9 www.ecirisktraining.com
  • 10. For a put option, delta is defined as: ∂P ΔP = ∂S (c) ECI Risk Training 2009 10 www.ecirisktraining.com
  • 11. The delta of a put option can assume a value between -1 and 0. A put’s delta equals the slope of its price curve; the following diagram shows a European put: (c) ECI Risk Training 2009 11 www.ecirisktraining.com
  • 12. (c) ECI Risk Training 2009 12 www.ecirisktraining.com
  • 13. Delta is close to -1 when the put is deep in the money, moves to -0.5 when the put is at the money, then moves close to zero as the put moves deep out of the money (c) ECI Risk Training 2009 13 www.ecirisktraining.com
  • 14. The price curve of an American put is shown in the following diagram: (c) ECI Risk Training 2009 14 www.ecirisktraining.com
  • 15. (c) ECI Risk Training 2009 15 www.ecirisktraining.com
  • 16. PORTFOLIO DELTA Since delta is a linear measure, the delta of a portfolio of assets is a weighted average of the deltas of the assets in the portfolio (c) ECI Risk Training 2009 16 www.ecirisktraining.com
  • 17. This is computed as follows: n Δ π = ∑ wi Δ i i =1 (c) ECI Risk Training 2009 17 www.ecirisktraining.com
  • 18. where: π = portfolio delta wi = weight of asset i i = delta of asset i (c) ECI Risk Training 2009 18 www.ecirisktraining.com
  • 19. DELTA NEUTRAL A portfolio with a delta of zero is perfectly hedged; its value is unaffected by changes in market prices This portfolio is said to be delta neutral (c) ECI Risk Training 2009 19 www.ecirisktraining.com
  • 20. GAMMA The gamma of an option is the sensitivity of the option’s price with respect to a change in the delta of the option (c) ECI Risk Training 2009 20 www.ecirisktraining.com
  • 21. CALL GAMMA For a call option, gamma is defined as: ∂C ΓC = ∂ Δ( ) = ∂( ) ∂S = ∂ C 2 ∂S ∂S ∂S 2 (c) ECI Risk Training 2009 21 www.ecirisktraining.com
  • 22. PUT GAMMA For a put option, gamma is defined as: ∂P ΓP = ( ) ∂ Δ = ∂( ) ∂S = ∂ P 2 ∂S ∂S ∂S 2 (c) ECI Risk Training 2009 22 www.ecirisktraining.com
  • 23. NOTE Gamma is identical for a call and a put option with the same strike, maturity and underlying asset. Gamma’s value is a function of the moneyness of the option: (c) ECI Risk Training 2009 23 www.ecirisktraining.com
  • 24. Gamma reaches its maximum value when an option is close to being at the money, and declines as the option moves further into or out of the money. These features of gamma can be seen by noting that gamma is the slope of the delta function for both the call and the put option. (c) ECI Risk Training 2009 24 www.ecirisktraining.com
  • 25. Since the delta of the call and put differ by a constant, the slopes of their delta functions are equal. In both cases, the slope of the curve reaches its maximum value near the strike price of the option. (c) ECI Risk Training 2009 25 www.ecirisktraining.com
  • 26. Since the call and put delta function have positive slopes throughout; therefore, gamma is always positive. (c) ECI Risk Training 2009 26 www.ecirisktraining.com
  • 27. Gamma 0.03 0.025 0.02 Gamma 0.015 0.01 0.005 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 Stock Price ($) (c) ECI Risk Training 2009 27 www.ecirisktraining.com
  • 28. NOTE The gamma of the underlying asset is zero. Since a forward contract is a linear instrument, its delta is a constant; therefore, its gamma is also zero. (c) ECI Risk Training 2009 28 www.ecirisktraining.com
  • 29. THETA The theta of an option is the sensitivity of the option’s price with respect to a change in the time to maturity. Theta is also known as the option’s time decay. (c) ECI Risk Training 2009 29 www.ecirisktraining.com
  • 30. NOTE Theta is usually negative; it can be positive for an in-the-money European put on a non- dividend paying stock due to the possibility that it is currently selling for less than its intrinsic value. (c) ECI Risk Training 2009 30 www.ecirisktraining.com
  • 31. Theta’s value declines continuously with the option’s time to maturity. (c) ECI Risk Training 2009 31 www.ecirisktraining.com
  • 32. Call Theta 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 -0.5 -1 -1.5 Theta -2 -2.5 -3 -3.5 Stock Price ($) (c) ECI Risk Training 2009 32 www.ecirisktraining.com
  • 33. Put Theta 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 -0.5 -1 -1.5 Theta -2 -2.5 -3 -3.5 Stock Price ($) (c) ECI Risk Training 2009 33 www.ecirisktraining.com
  • 34. VEGA The vega (sometimes known as lambda or kappa) of an option is the sensitivity of the option’s price with respect to a change in the volatility of the underlying asset. (c) ECI Risk Training 2009 34 www.ecirisktraining.com
  • 35. NOTE Vega is identical for a call and a put option with the same strike, maturity and underlying asset. Vega is always positive and is a function of the option’s moneyness. (c) ECI Risk Training 2009 35 www.ecirisktraining.com
  • 36. Vega reaches its maximum value when an option is close to being at the money, and declines as the option moves further into or out of the money (c) ECI Risk Training 2009 36 www.ecirisktraining.com
  • 37. Vega 20 18 16 14 12 Vega 10 8 6 4 2 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 Stock Price ($) (c) ECI Risk Training 2009 37 www.ecirisktraining.com
  • 38. RHO The rho of an option is the sensitivity of the option’s price with respect to a change in the risk-free rate of interest. For a call option, rho is positive; for a put option, rho is negative. (c) ECI Risk Training 2009 38 www.ecirisktraining.com
  • 39. Call Rho 50 45 40 35 30 Rho 25 20 15 10 5 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 Stock Price ($) (c) ECI Risk Training 2009 39 www.ecirisktraining.com
  • 40. Put Rho 0 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 -5 -10 -15 -20 Rho -25 -30 -35 -40 -45 -50 Stock Price ($) (c) ECI Risk Training 2009 40 www.ecirisktraining.com