Title: Option Hedging Strategies
1Option Hedging Strategies
- Lecture Notes for FIN 653
- Yea-Mow Chen
- Department of Finance
- San Francisco State University
2I. Determinants of Option Pricing
- Option pricing using the Black-Scholes Model
- Â
- c SN(d1) - (Ee-rt)N(d2)
- Â where
- Â d1 ln(S/E) (r ?2/2)t/ ?? t
- Â d2 ln(S/E) (r -(?2 /2)t/ ?? t.
3I. Determinants of Option Pricing
- Key Option Pricing Determinants and their Impacts
on Option Prices - --------------------------------------------------
--------------------------------------------------
------------------ - European American European American
- Calls Calls Puts Puts
- --------------------------------------------------
--------------------------------------------------
------------------ - 1. Exercise Price - -
- 2. Time to Maturity NA NA
- 3. Underlying security price
- - - 4. Underlying security price
- Volatility
- 5. Dividend policy - -
- 6. The risk-free interest rate
- - - --------------------------------------------------
--------------------------------------------------
------------------- - Â
4II. OPTION DERIVATIVES
- 1. Delta The delta is defined as the rate of
change of an option price with respect to the
price of the underlying asset. It is the slope
of the curve that relates the option price to the
underlying asset price. - Deltacall ?c/?S N(d1)
- where ?S a small change in the stock
price - ?c the corresponding change in the call
price. - Notice Delta for a put contract is
- Deltaput ?p/?S N(d1) -1.
5Delta (See Figure 15.2, page 303)
- Delta (D) is the rate of change of the option
price with respect to the underlying -
6II. OPTION DERIVATIVES
- For example If Eurodollar futures advanced 10
ticks, a call option on the futures whose delta
is .30 would increase only 3 ticks. Similarly,
a call option whose delta is .11 would increase
in value approximately 1 tick. - The delta for a European call on a
non-dividend-paying stock is N(d1), and for a
European put is N(d1) -1. The delta for a call
is positive, ranging in value from approximately
0 for deep out-of-the-money calls to
approximately 1 for deep in-the-money ones. In
contrast, the delta for a put is negative,
ranging from approximately 0 to -1.
7II. OPTION DERIVATIVES
- Deltas change in response not only to stock price
changes, but also to the time to expiration. As
the time to expiration decreases, the delta of an
in-the-money call or put increases, while an
out-of-the-money call or put tends to decrease. - Â
- Delta also can be used to measure the probability
that the option will be in the money at
expiration. Thus, the call with a delta N(d1)
.40 has an approximately 40 chance that its
stock price will exceed the options exercise
price at expiration.
8(No Transcript)
9II. OPTION DERIVATIVES
- Delta Neutral
- If the delta of a call is 0.4, then the short
position in the call will lose .40 if the stock
price increases by 1. Equivalently, if the
short seller purchased 0.4 shares, then the
position would be immunized against instantaneous
local changes in the price. It is therefore
possible to construct a strategy where the
total delta position on the long side and total
delta position on the short side are equal.
10II. OPTION DERIVATIVES
- EX If an investor sold 20 call options with a
delta of 0.6. The current premium on the option
is 10 and the spot price of the underlying asset
is 100. How can he hedge by creating a delta
neutral hedge? - Answer The investors position should be hedged
by purchasing 0.62,000 1,200 shares. The gain
(loss) on the option position would then be
offset by the loss(gain) on the stock position.
The delta of a stock is 1.00. The sum of deltas - Â Short 20 call options Long 1,200 shares
- -(20 0.6) (12 1.0)
- 0
11II. OPTION DERIVATIVES
- The investors position only remains delta hedged
for relatively short period of time. This is
because delta changes, in responding to changes
in the spot price and the time to expiration. In
practice when delta hedging is implementing, the
hedge has to be adjusted periodically. This is
known as rebalancing. - For example, after 3 days, the stock price
increased to 110, which increased the delta to
0.65. This means that an extra 0.05 2,000
100 shares would have to be purchased to maintain
the hedge. Hedge schemes such as this that
involves frequent adjustments are known as
dynamic hedging schemes.
12II. OPTION DERIVATIVES
- Ex Dynamic Delta Hedge
- A stock is priced at 50. Its volatility is 38
percent per year. Interest rates are 5 percent
per year. A five-week at-the money European call
option is priced at 2.47. The delta value of
the option is 0.5625. - To construct a delta hedge requires purchasing ?
shares of stock. Consider an investor who has
sold 10,000 call option. To immunize this
position against a small instantaneous change in
the stock price, the investor needs to purchase
5,625 shares of the stock. Assume all these
shares are financed by borrowing at the risk free
rate.
13II. OPTION DERIVATIVES
- With four weeks for maturity, the stock price
increased by 50 cents, and the delta value
changed by 0.0103. This implied that 103
additional shares had to be purchased to maintain
the delta-neutral position. All purchases are
financed by borrowing. - In this example, the option expired in the money,
and the total number of shares held by the trader
increased from 5,625 to 10,000. The trader
receives 50 per share for these stocks. This
leaves a net obligation of 13,985. Offsetting
this loss is the premium taken in from the sale
of the 10,000 call options (assuming one share
per option). This revenue is 24,700, which, if
invested at the riskless rate over the five
weeks, would grow to 24,819. Hence, the delta
hedging scheme leads to a profit of 10,834.
14II. OPTION DERIVATIVES
- Â
- Time to Stock Delta Change in
Shares Cost of Cumulative - Expiration Price Delta Purchased
Shares Cost - (weeks) () or
Sold () () - __________________________________________________
_____________ - 5 50.00 0.5625 -
5,625 281,250.00 281,250 - 4 50.50 0.5728 0.0103 103
5,201.50 286,722 - 3 51.25 0.6361 0.0633 633
32,441.25 319,439 - 2 51.00 0.6289 -0.0072
-72 -3,672.00 316,074 - 1 52.25 0.8108 0.1819 1,819
95,042.75 411,421 - 0 54.00 1 0.1892 1,892
102,168.00 513,985 - Â _________________________________________________
_____________
15II. OPTION DERIVATIVES
- Calculation Cumulative Cost 513,985
- - Call Excise Price 500,000
(5010,000) - ________________
- Loss - 13,985
- Premium Income 24,819
- ________________
- Net profit 10,834
16II. OPTION DERIVATIVES
- 2. Gamma
- Gamma is the second derivative of the option
premium with respect to the stock price. It tells
you how much the delta will change when the stock
price increases or decreases. - The gamma value is also refereed to as the
curvature, since it measures the curvature of the
option price with respect to the stock price. - Â ?2 C N?(d1)
- ? ------------ ----------------
- ? S2 S0 ?? T
17II. OPTION DERIVATIVES
- The gamma of a call or put varies with respect to
the stock price and time to maturity. It can
increase dramatically as the time to expiration
decreases. Gamma values are largest for
at-the-money options and smallest for
deep-in-the-money and deep-out-of-the-money
options.
18(No Transcript)
19II. OPTION DERIVATIVES
- Ex Suppose delta 50 and gamma 5 if the
stock price increases by 1.00 then the delta
will increase by 5 percentage points to 55 (50
5). In other words, the option premium will
increase or decrease in value at the rate of 50
of the stock price before the 1.00 point move,
and 55 after the 1.00 point move.
20II. OPTION DERIVATIVES
- Another Example
- A stock is priced at 50. The volatility of the
stock is 30 percent, and interest rates are 5
percent. A three-month at-the-money European call
option trades at 3.27. The delta value is
0.5625, and the gamma value is 0.0529. If the
stock changes price by 1 cent, the change in the
option price should be (0.5625)(0.01)
0.005625. The new delta value will not be
0.5625 but will be 0.5625 (0.0529)(0.01)
0.563029.
21II. OPTION DERIVATIVES
- 3. Theta The theta is the first derivative of
the option premium with respect to time. It
measures time decay - the amount of premium lost
as another day passes. - Â
- ?C S0N(d1)?
- ?c - -------- -------------- - r
E e-rT N(d2) - ?T 2? T
- Â
22II. OPTION DERIVATIVES
- The theta value for call options on nondividend
stocks is always negative. This is because as
time to maturity decreases, the option becomes
less valuable. Stock options with large negative
theta values can lose their time premium rapidly.
The value changes the most as maturity
approaches. - Put options usually have negative thetas as well.
However, deep-in-the-money European puts could
have positive thetas.
23II. OPTION DERIVATIVES
- EX Assume a premium of 1.00 and a theta of
0.04. You would expect the premium to lose 4
points by tomorrow, to 0.96, assuming that no
other variables have changed.
24II. OPTION DERIVATIVES
25II. OPTION DERIVATIVES
- Example
- Reconsider our stock priced at 50. The
volatility of the stock is 30 percent and
interest rates are 5 percent. A three-month
at-the-money European call option trades at
3.27. The theta value of this option is -7.196
per year. If this number is divided by 52, the
resulting number (0.1384) represents the
expected drop in the price of the option if the
stock price remains unchanged for one week.
26II. OPTION DERIVATIVES
- 4. Vega The vega is the first derivative of the
option premium with respect to volatility. It
measures the dollar change in the value of option
when the underlying implied volatility increases
by one percentage point. - Â ?C
- ? ----------- S ?T N(d1)
- ??
- European puts with the same terms have the same
vega values. A change in volatility will give
the greatest total dollar effect on at-the-money
options and the greatest percentage effect on
out-of-the-money options.
27II. OPTION DERIVATIVES
- EX If the implied volatility is 20, the call
premium is 2.00, and the vega is 0.12, then you
would expect the premium to increase to 2.12
(2.00 0.12) when implied volatility moves up
to 21. Vega gives you an idea of how sensitive
the option premium is to perceived changes in
market value. - Â
28II. OPTION DERIVATIVES
- Reconsider our stock priced at 50, with
volatility of 30 percent and interest rates at 5
percent. A three-month at-the-money call option
is priced at 3.27 and has a vega value of
9.7833. This implies that if the volatility
increases from 0.30 to 0.31, the price will
change by (9.7833)(0.01) 0.097833.
29II. OPTION DERIVATIVES
- The vega value can be viewed as a volatility
hedge ratio. A trader with an opinion on
volatility can choose a position that increases
in value if the opinion is correct. - For example, if the trader believes the implied
volatility is low and is about to increase, then
a position with a positive vega value can be
established. - Like delta, the vega approximation is valid only
for short ranges of volatility estimates. - Vega changes with the stock price and with time
to expiration and is maximized for options that
are near the money.
30II. OPTION DERIVATIVES
- Volatility Trading
- Some traders believe that the market is efficient
with respect to prices but inefficient with
respect to volatility. In such a market,
information about future volatility could be used
in designing successful trading rules. Trading
rules that exploit opinions on volatility are
referred to as volatility trading rules. - Â
31II. OPTION DERIVATIVES
- One strategy for implementing a volatility
trading rule is based on the vega rule. - A trader who thinks that volatility will increase
above the current levels implied by the market
should invest in a positive-vega position. Since
all options have positive vegas, the investor
should purchase calls and puts. - If the trader also believes the stock is
currently underpriced (overpriced), then
clearly, the best strategy is to purchase call
(put) options. - However, if the investor has no information on
the direction if future price movement, then a
risk-neutral position, with a zero delta value,
may be desirable.
32II. OPTION DERIVATIVES
- Example A Vega Delta Trading Strategy
- The current information on three-month at the
money European call and put option is shown in
Exhibit below. - Call Put
- ________________________________________
- Price 3. 27 2. 65
- Delta 0.5625 -0.4375
- Gamma 0.0529 0.0529
- Vega 9.7833 9.7833
- ________________________________________
- Â
33II. OPTION DERIVATIVES
- Suppose a trader has established ? to be the
target position delta and v to be the target
position vega. To initiate a strategy that meets
the target, the trader must purchase Nc calls and
Np puts, where Nc and Np are chosen such that - Â ? c N c ? p N p ?
- v c N c v p N p v
- Â For European options, ? c ? p - 1 and v c
v p. hence - ? c N c (?c -1 ) N p ?
- N c N p v/v c
34II. OPTION DERIVATIVES
- Solving for N c and N p yields
- Â
- N c ? - (?c - 1) v/v c
- Â N p v/v c - N c
- Â
- For the case where the investor has no
information on the direction of the stock price,
? 0. In this case the solution simplifies to - N c (1-? c)v/v c
- N p (? c / ? p ) N c
35II. OPTION DERIVATIVES
- If the trader set the target vega value at 1.2
times the current call vega value (v/v c 1.2),
then the actual number of calls to buy is - N C (1-0.5625)1.2 0.525, and
- the number of puts to buy is
- N p (0.5625)/(0.4372)0.525 0.675.
- A trader who purchases 525 calls and 675 put has
created a position that has a delta value of zero
but will profit if volatility expands.
36II. OPTION DERIVATIVES
- Derivative Exercise
- Â
- Â
- Option Value Delta
Gamma Theta Vega - __________________________________________________
_______ - Deutsche mark 58 call 2.29 60 14
-.04 .05 - Eurodollar 92 put .24 -50
2 001 .03 - Japanese Yen 75 call 1.15 20
3 -.012 .22 - SP 500 250 put 70 -30
9 -.007 .13 - Swiss Franc 65 call 6.20 90
2 -.002 .08 - __________________________________________________
_______
37II. OPTION DERIVATIVES
- 1. If Deutsche Mark futures rally one full
point, the 58 call will advance from 2.29 to
2.89 - 2. If volatility in the Yen futures contract
increases from 12 to 13, the Yen 75 call will
advance from 1.15 to 1.37 - 3. If the SP 500 futures decline 1.00 point,
the delta on the 250 put will move from -30
to -39 - 4. If six days pass with the Japanese Yen
futures contract remaining unchanged (and all
other parameters remain unchanged), how much
value will the Yen 75 call lose? 1.32
38II. OPTION DERIVATIVES
- 5. If implied volatility in Eurodollar futures
drops from 9 to 7, the 92 put will decline from
.24 to - .18
- Â
- 6. If a trader sells 10 Deutsche Mark 58 calls,
how much futures contracts will he have to
buy/sell in order to establish a delta neutral
position? buy 6 futures contracts
39III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- Â A. Bond Portfolio Protection
- Suppose that on Feb 15, 2005, a bond portfolio
manager holds 50 Treasury Bonds (100,000 par
value each) with a coupon rate of 10.75 and
maturity of Feb. 15, 2023. The manager seeks a
strategy to protect the portfolio against rising
interest rates and falling bond prices over the
next three months. Further, although protecting
the value of the portfolio is important, the
manager would like to retain the opportunity to
profit from an increase in bond prices. The
current market yield is 11.63 and each is worth
93,422.
40III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- Spot Market Futures
Options Market - __________________________________________________
_______ - Today Holds 5m T-bonds with Today Buy 50
June 2005 - 10.75 coupon and 18 years futures put options
at a - maturity. The current market price strike price
of 72. - is 93,422 to yield 11.63 The current T-bond
futures, trading - at 70.64, are priced at 2,594 each
- (total premium 129,700).
- May If interest rate rises to 12.14 May
T-bond futures option - bonds are traded at 92,611 each. settled at
68.04. - __________________________________________________
_______ - Loss (93,422-92,611) Gain (72
68.04)50 - (5,000,000/100,000)
100,000/100 198,000 - 198,000
- Â
- Net Loss 198,000 129,700 - 198,000
129,700
41III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- May If interest rates fall to 11.12 May
T-bond futures - and bonds are priced at 99,835 settled at
73.88. - each Exercise the puts?
- __________________________________________________
______ - Gain (99,835 - 93,422) Loss 2,594
50 - (5,000,000 100,000)
129,700 - 320,650
- Â
- Net Gain 320,650 - 129,700
- 190,950
- Â _________________________________________________
_______
42III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
92,611
93,422
72,000
68.04
43III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- B. Asset/Liability Management
- Support that on March 2, 2005, a bank funded 75
million in loans that reprice every six months
with three-month Eurodollar CDs at an annual
rate of 9.30. For each 100 basis points increase
in interest rates, the bank would have to pay
additional 187,500. To hedge, the bank writes
30 June 2005 Eurodollar futures call options at
a strike price of 89.50. Since the Eurodollar
futures settled at 89.78, the calls are
in-the-money and priced at 14.50 each. - If by June 1, 2005, Eurodollar CD rate dropped to
7.6 and Eurodollar futures price settled at
92.44. What is the net result of the this hedging
strategy? - If Eurodollar CD rate increased to 10.30 instead
and futures price settled at 88.00, what is the
net result?
44III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- Cash Market Futures
Options Market - __________________________________________________
_______ - Today 6-month 75m loans March Write 30
June 2005 matched with 3-month
Eurodollar 3m-Eurodollar futures call options - CDs at 9.3. at a strike price of 89.50.
- (If rates rise by 1, the bank will have Since
the Eurodollar futures - to pay an additional 187,500 settled at
89.78, calls earn a - 75M 1 3/12). premium of 14.50 each.
- June  If 3-month Eurodollar CD rate June
Eurodollar futures - rises to 10.3 price settled at 88.00. The
calls are out-of-the-money and will not - be exercised by holders.
- __________________________________________________
_______ - Loss Additional funding costs Gain premium
14.50 100 - 187,500
30 43,500 - Net Loss 187,500 - 43,500 144,000
45III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- Cash Market Futures
Options Market - __________________________________________________
_______ - Today 6-month 75m loans March Write 30
June 2005 matched with 3-month
Eurodollar 3m-Eurodollar futures call options - CDs at 9.3. at a strike price of 89.50.
- (If rates rise by 1, the bank will have Since
the Eurodollar futures - to pay an additional 187,500 settled at
89.78, calls earn a - 75M 1 3/12). premium of 14.50 each.
- June  If 3-month Eurodollar CD rate June
Eurodollar futures dropped to 7.6 price
settled at 92.44. The calls are
in-the-money and will be exercised by
holders. - __________________________________________________
_______ - Gain 318,750 Loss (92.44 - 89.50)
(75m (9.3 - 7.6) 3/12) 2500 30 7,350
30 - savings in financing. 220,500
- Net Gain 318,750 43,500 - 220,500
141,750
46III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- C. Mortgage Prepayment Protection
- Â
- The prepayment option of fixed-rate mortgage
contracts essentially gives borrowers a call
option written by banks over the life of the
mortgages. - It will be exercised when it is in-the-money,
i.e., when mortgage rates fall below the
contractual rate minus any prepayment penalties
or new loan origination costs. - To manage the risk of mortgage prepayment if
rates should fall, SLs should buy interest rate
call options.
47III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- A SL has five mortgage loans on its books, each
earning a fixed rate of 14.25 with 20 years to
maturity on an outstanding principal of 100,000.
These loans are funded with three-month CDs. On
Nov. 5, 2004, the three-month CD rate was 9.2.
The SL imposes a 2.5 fees on new loan
origination. - To hedge the risk of a fall in mortgage rates
and mortgage prepayment, management decides to
buy five March 2005 T-bond futures call options
at a strike price of 70. On November 5, 2004,
each T-bond futures call option has a premium
of 851 (March 2005 T-bond futures are priced at
69.78).
48III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- On Feb. 15, 2005, mortgage rates have fallen to
11.7 and 3-month CDs earn 8.7 interest, while
the T-bond futures price rose to 72.11, what is
the net result of the hedging strategy? - Cash Market Future
Options Market - __________________________________________________
_____ - Today 500,000 mortgage loans at Today Buy
five March - 14.25 fixed, with 20 year maturity 2005
T-bond futures call financed with 3-month CDs at
9.2. options at a strike price - Want to hedge against falling interest of 70.
On this day, T-bond - rates futures were at 69.78 (at-the-
- money) and T-bond futures
- call option has a premium
- 851 per contract
-
- Profit 500,000 (14.25 -9.2) Premium Cost
851 5 - 3/12 6,313/Quarter
4,255
49III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- (Case I Falling Interest Rates Mortgages are
refinanced) - Â
- Feb. 15 Mortgage rates have fallen Feb.
15 T-bond future price 2005 to 11.7 and
3-month CDs 2005 rises to 72.11 - earn 8.7 interest The five
futures call options - can be offset to return 2,110
- per option
- __________________________________________________
_______ - Profit 500,000 (11.7 - 8.7) Profit
2,110 5 - 3/12 3,750/Quarter
10,550 - Loss of profit 6,313 - 3,750
- 2,563/Quarter
-
- Net Result 10,550 - 4,255 - 2,563
3,732.
50III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- (Case II Falling Interest Rates Mortgages are
not refinanced) - Â
- Feb. 15 Mortgage rates have fallen Feb.
15 T-bond futures - 2005 to 13.25 and 3-month 2005 price
rises to 70.70. - CDs earn 9.0 interest The five
futures call - options can be
- offset to return 700
- per option
- __________________________________________________
_______ - Profit 500,000 (14.25 - 9.0) Profit
700 5 - 3/12 6,562.50/Quarter
3,500 - Loss of Profit 6,313 - 6,562.50
- -249.50/Quarter
-
- Net Result 249.50 3,500 - 4,255
-505.50.
51III. MICRO-HEDGING WITH FINANCIAL FUTURES OPTIONS
- (Rising Interest Rates Options are not
exercised) - Â
- Feb. 15 Mortgage rates have been rising Feb.
15 T-bond futur - 2005 to 15 and 3-month CDs 2005
price falls to 69 - earn 9.8 interest The five
futures call - options are not exercised
- __________________________________________________
______ - Profit 500,000 (14.25 - 9.8) 3/1 Loss
of premiums 4,255 - 5,562.5/Quarter
- Loss 6,313 - 5,562.5 750.5
- Net Result -750.5 - 4,255
-5,005.5
52IV. MACRO-HEDGING WITH OPTIONS
- An FI's net worth exposure to an interest rate
shock could be represented as - Â
- ?R
- ?E -(DA - kDL) A ---------
- (1R)
- Now we want to adopt a put option position to
generate profits that just offset the loss in net
worth due to a rate shock , given a positive
duration gap for the FI.
53IV. MACRO-HEDGING WITH OPTIONS
- Let ?P be the total change in the value of the
put position in T-bonds. This can be decomposed
into - Â ?P (Np ? p) (1)
- Â Where Np is the number of 100,000 put option
on T-bond contracts to be purchased (the number
for which we are solving) and ? p is the change
in the dollar value for each 100,000 face value
T-bond put option contract. - Â
54IV. MACRO-HEDGING WITH OPTIONS
- The change in dollar value for each contract (?
p) can be further decomposed into - ? p (dp/dB) (dB/dR) (? R/1R) (2)
- The first term (dp/dB) shows how the value of a
put option change for each 1 dollar change in
the underlying bond. This is called the delta of
an option (? ) and lies between 0 and 1. For put
option, the delta is negative. - The second term (dB/dR) shows how the market
value of a bond changes if interest rates rise
by one basis point. The value of a basis point
can be linked to duration.
55IV. MACRO-HEDGING WITH OPTIONS
- The value of a basis point can be linked to
duration. - Â dB/B - MD dR (3)
-
- Â Equation (3) can be arranged by cross
multiplying as - Â dB/B - MD B (4)
- As a result, we can rewrite Equation (2) as
- ? p (-?) MD B (? R/1R) (5)
56IV. MACRO-HEDGING WITH OPTIONS
- Thus the change in the total value of a put
option ? P is - Â ? P Np (-?) MD B (? R/1R) (6)
-
- The term in squared brackets is the change in the
value of one 100,000 face value T-bond put
option as rates change and Np is the number of
put option contracts.
57IV. MACRO-HEDGING WITH OPTIONS
- To hedge net worth exposure, we require the
profit on the off-balance sheet put option to
just offset the loss of on balance sheet net
worth when rates rise (or bond prices fall). That
is - Â ? P ? E
- Â Np (-?) MD B (? R/1R)
- (DA-kDL) A (? R/1R)
- Â Solving for Np the number of put option to buy-
we have - Â Np (DA-kDL) A / (-?) MD B