stock index futures a stock index is a single number based on information associated with a basket...
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STOCK INDEX FUTURES
A STOCK INDEX IS A SINGLE NUMBER BASED ON
INFORMATION ASSOCIATED WITH A BASKET STOCK PRICES
AND QUANTITIES.
A STOCK INDEX IS SOME KIND OF AN AVERAGE OF THE PRICES AND THE QUANTITIES OF THE STOCKS THAT
ARE INCLUDED IN THE BASKET.
THE MOST USED INDEXES ARE
A SIMPLE PRICE AVERAGE
AND
A VALUE WEIGHTED AVERAGE.
STOCK INDEXES - THE CASH MARKET
A. AVERAGE PRICE INDEXES: DJIA, MMI:
N = The number of stocks in the index
D = Divisor
P = Stock market price
INITIALLY D = N AND THE INDEX IS SET AT A GIVEN LEVEL. TO ASSURE INDEX CONTINUITY, THE DIVISOR IS
CHANGED OVER TIME.
N.1,..., = i ;D
P = I i
EXAMPLES
STOCK SPLITS
1.
2.
1. (30 + 40 + 50 + 60 + 20) /5 = 40
I = 40 and D = 5.
2. (30 + 20 + 50 + 60 + 20)/D = 40
The index remains 40 and the new divisor is D = 4.5
(P P P D I1 2 N 1 1 ... ) /
(P P P D I1 2 N 2 1 1
2... ) /
CHANGE OF STOCKS IN THE INDEX
1.
2.
1. (30 + 20 + 40 + 60 + 50)/5 = 40
I = 40 and D = 5.
2. (30 + 120 + 40 + 60 + 50)/D = 40
The index remains 40 and the new divisor is D = 7.5
(P P ABC) P D I1 2 N 1 1 ( ... ) /
(P P XYZ) P D I1 2 N 2 1 ( ... ) /
STOCK #4 DISTRIBUTED 40% STOCK DIVIDEND
(30 + 120 + 40 + 60 + 50)/D = 40
D = 7.5. Next,
(30 + 120 + 40 + 36 + 50)/D = 40
The index remains 40 and the new divisor is D = 6.9
STOCK # 2 SPLIT 3 TO 1.
(30 + 40 + 40 + 36 + 50)/D = 40
The index remains 40 and the new divisor is D = 4.9
ADDITIONAL STOCKS
1.
2.
1.
(30 + 50 + 40 + 60 + 20)/5 = 40
D = 5 I = 40.
2.
(30 + 50 + 40 + 60 + 20 + 35)/D = 40
D = 5.875.
(P P P D I1 2 N 1 1 ... ) /
121+NN21 ID/)PP,...,P(P
VALUE WEIGHTED INDEXES
S & P500, NIKKEI 250, VALUE LINE
B = SOME BASIS TIME PERIOD
INITIALLY t = B THUS, THE INITIAL INDEX VALUE IS SOME ARBITRARILY CHOSEN VALUE: M.
For example, the S&P500 index base period was 1941-1943 and its initial value was set at M = 10. The NYSE index base period was Dec. 31, 1965 and its initial value was set at M = 50.
IN P
N Ptti ti
Bi Bi
THE RATE OF RETURN ON THE INDEX
titi
ti1i+tti
ti1i+t
titi
titi1i+t1i+t
titi
titi1i+t1i+t
t
t1+tIt
PN
)P(PN
Thus, .N N but,
;PN
PNPN
VB
PNVB
PN
VB
PN
I
II R
: thatagain, Notice, .Rw R
Finally,.RV
V
or ,R]PN
PN[
:as this Rewrite.PN
RPN
,PN
PPP
PN R
titiIt
tiI
i
tititi
titi
titi
tititi
titi
ti
ti1ittiti
It
.V
V
PN
PNw
BI
ti
BiBi
titii
Conclusion:
The return on a value weighted index in any period t, is the weighted average of the individual stock returns; the weights are the dollar
value of the stock as a proportion of the entire index
value.
.Rw R titiIt
.V
V
PN
PN w
BI
ti
BiBi
titii
THE BETA OF A PORTFOLIO
THEOREM:
A PORTFOLIO’S BETA IS THE WEIGHTED AVERAGE OF THE BETAS
OF THE STOCKS THAT COMPRISE THE PORTFOLIO. THE WEIGHTS ARE
THE DOLLAR VALUE WEIGHTS OF THE STOCKS IN THE PORTFOLIO.
In order to prove this theorem, assume that the index is a well
diversified portfolio, I.e., it represents the market
portfolio.
In the proof, P denotes the portfolio; I, denotes the index and I denotes the individual stock; i = 1, 2, …, N.
R
proof. theconcludes This
.β w )VAR(R
R,COV(Rwβ
:or ,)VAR(R
)R,COV(Rwβ
: thusoperator,linear a
is covariance that theRecall
.)VAR(R
)R,]RwCOV([ β
,Rw R;for R ngSubstituti
.)VAR(R
)R,COV(R β
iiI
IiiP
I
IiiP
I
IiiP
iiPP
I
IPP
Proof: By definition, the portfolio’s β is:
STOCK PORTFOLIO BETA
FEDERAL MOUGUL 18.875 9,000 169,875 .044 1.00MARTIN ARIETTA 73.500 8,000 588,000 .152 .80IBM 50.875 3,500 178,063 .046 .50US WEST 43.625 5,400 235,575 .061 .70BAUSCH & LOMB 54.250 10,500 569,625 .147 1.1FIRST UNION 47.750 14,400 687,600 .178 1.1WALT DISNEY 44.500 12,500 556,250 .144 1.4DELTA AIRLINES 52.875 16,600 877,725 .227 1.2
3,862,713
PORTFOLIO BETA: .044(1.00) + .152(.8) + .046(.5) + .061(.7)
+ .147(1.1) + .178(1.1) + .144(1.4)
+ .227(1.2) = 1.06
STOCK NAME PRICE SHARES VALUE WEIGHT BETA
BENEFICIAL CORP. 40.500 11,350 459,675 .122 .95CUMMINS ENGINES 64.500 10,950 706,275 .187 1.10GILLETTE 62.000 12,400 768,800 .203 .85KMART 33.000 5,500 181,500 .048 1.15BOEING 49.000 4,600 225,400 .059 1.15W.R.GRACE 42.625 6,750 287,719 .076 1.00ELI LILLY 87.375 11,400 996,075 .263 .85PARKER PEN 20.625 7,650 157,781 .042 .75
3,783,225
A STOCK PORTFOLIO BETA
STOCK NAME PRICE SHARES VALUE WEIGHT BETA
PORTFOLIO BETA: .122(.95) + .187(1.1) + .203(.85)
+ .048(1.15) + .059(1.15) + .076(1.0)
+ .263(.85) + .042(.75) = .95
Sources of calculated Betas
And calculation inputs
Source Index Data Horizon Value Line Investment Survey NYSECI Weekly Price 5 yrs(Monthly)*
Bloomberg S&P500I Weekly Price 2 yrs (Weekly)
www.quote.bloomberg.com
Bridge Information Systems S&P500I Daily Price 2 yrs (daily)
www.bridge.com
Nasdaq Stock Exchange www.nasdaq.com
Media General Fin. Svcs. (MGFS) S&P500I Monthly Price 3 (5) yrs www.mgfs.com (Monthly)
Quicken.Excite.com www.quicken.excite.com
MSN Money Central www.moneycentral.msn.com
DailyStock.com www.stocksheet.com
Standard & Poors Compustat Svcs S&P500I Monthly Price 5 yrs (Monthly)
+ Dividend
S&P Personal Wealth www.personalwealth.com
S&P Company Report (via brokerage)
Charles Schwab Equity Report Card
S&P Stock Report (via brokerage account)
Argus Company Report S&P500I Daily Price 5 yrs (Daily)
(via brokerage subscription)
*Updating frequency.
Sources of calculated Betas
And calculation inputs
Source Index Data Horizon Market Guide S&P500I Monthly Price 5 yrs (Monthly)
www.marketguide.com
Yahoo!Finance www.yahoo.marketguide.com
Motley Fool www.fool.com
WWorldly Investor www.worldlyinvestor.com
Individual Investro www.individualinvestor.com
Quote.com www.quote.com
Equity Digest (via brokerage account)
ProVestor Plus Company Report (via brokerage account)
First Call (via brokerage account)
Sources of calculated Betas
And calculation inputs
Example: ß(GE) 6/20/00
Source ß(GE) Index Data Horizon Value Line Investment Survey 1.25 NYSECI Weekly Price 5 yrs (Monthly)
Bloomberg 1.21 S&P500I Weekly Price 2 yrs (Weekly)
Bridge Information Systems 1.13 S&P500I Daily Price 2 yrs (daily)
Nasdaq Stock Exchange 1.14
Media General Fin. Svcs. (MGFS) S&P500I Monthly P ice3 (5) yrs Quicken.Excite.com 1.23
MSN Money Central 1.20
DailyStock.com 1.21
Standard & Poors Compustat Svcs S&P500I Monthly Price 5 yrs (Monthly)
S&P Personal Wealth 1.2287
S&P Company Report) 1.23
Charles Schwab Equity Report Card 1.20
S&P Stock Report 1.23
AArgus Company Report 1.12 S&P500I Daily Price 5 yrs (Daily)
Market Guide S&P500I Monthly Price 5 yrs (Monthly)
YYahoo!Finance 1.23
Motley Fool 1.23
WWorldly Investor 1.231
Individual Investor 1.22
Quote.com 1.23
Equity Digest 1.20
ProVestor Plus Company Report 1.20
First Call 1.20
STOCK INDEX OPTIONS
ONE CONTRACT VALUE =
(INDEX VALUE)($MULTIPLIER)
One contract = (I)($m)
ACCOUNTS ARE SETTLED BY CASH SETTLEMENT
STOCK INDEX OPTIONSTHE MAIN REASON FOR THE
DEVELOPMENT OF INDEX OPTIONS WAS TO ENABLE PORTFOLIO AND FUND MANAGERS TO HEDGE THEIR POSITIONS. ONE OF THE BEST STRATEGIES IN THIS CONTEXT IS THE
PROTECTIVE PUTS. THAT IS, IF THE MARKET VIEW IS THAT THE MARKET IS
GOING TO FALL IN THE OFFING, PURCHASE PUTS ON THE INDEX.
QUESTIONS: 1. WHAT EXERCISE PRICE WILL GUARANTY THE PROTECTION LEVEL REQUIRED BY THE MANAGER.?
2. HOW MANY PUTS TO BUY?
THE ANSWERS ARE NOT EASY BECAUSE THE UNDERLYING ASSET - THE INDEX - IS
NOT THE SAME AS THE PORTFOLIO WE ARE TRYING TO PROTECT. WE NEED TO USE
SOME RELATIONSHIP THAT RELATES THE THE INDEX VALUE TO THE PORTFOLIO
VALUE.
STRATEGY
INITIAL CASH FLOW
AT EXPIRATION
I1 < X I1 ≥ X
Hold the portfolio
Buy n puts
-V0
-n P($m)
V1
n(X- I1)($m)
V1
0
TOTAL -V0 –n P($m) V1+n($m)(X- I1)
V1
The protective put consists of holding the unaltered portfolio and purchasing n puts. The premium, the exercise price and the index are levels and must be multiplied by the $ multiplier, $m.
ONE SUCH RELATIONSHIP COMES FROM THE CAPITAL ASSET
PRICING MODEL WHICH STATES THAT FOR ANY SECURITY OR
PORTFOLIO, i:
the expected excess return on the security and the expected excess return on the market
portfolio are linearly related by their beta: )r(ERβrER FMiFi
THE INDEX TO BE USED IN THE STRATEGY, IS TAKEN TO BE A PROXY FOR THE MARKET
PORTFOLIO, M. FIRST, REWRITE THE ABOVE EQUATION FOR THE INDEX I AND ANY PORTFOLIO P :
).r(ERβrER FIpFp
].rI
D I - I[βr
V
D V - VF
0
I01pF
0
P01
Second, rewrite the CAPM result, with actual returns:
Notice that in this expression the returns on the portfolio and on the index are in terms of their initial values, indicated by V0, I0 , plus any cash flow, dividends in this case , minus their terminal values at time 1, indicated by V1 and I1.
).r(RβrR FIpFp In a more refined way, using V and I for the portfolio and index market values, respectively:
NEXT, USE THE RATIOS Dp/V0 AND DI/I0 AS THE PORTFOLIO’S DIVIDEND PAYOUT RATE, qP, AND THE INDEX’
DIVIDEND PAYOUT RATE, qI, DURING THE LIFE OF THE OPTIONS AND
REWRITE THE ABOVE EQUATION:
]rqI
I - I[βrq
V
V - VFI
0
01pFP
0
01
]r - q 1 - I
I[βr q1
V
VFI
0
1pFP
0
1
Which may be rewritten as:
Notice that the ratio V1/ V0
indicates the portfolio required protection ratio.
FOR EXAMPLE:
,90.V
V
0
1
indicates that the manager wants the end-of-period portfolio market value, V1, to be down no more than 90% of the initial portfolio market value, V0. We denote this desired level by (V1/ V0)*.
We are now ready to answer the two questions associated with the protective put strategy:
1. What is the appropriate exercise price, X?
2. How many puts to purchase?
1. The exercise price, X, is determined by substituting I1 = X and the portfolio required protection level, (V1/ V0)* into the equation:
].r - q 1 - I
X[βr q1*)
V
V( FI
0pFP
0
1
1)].-)(βr(1 )q(β - q*)V
V[(
β
I X pFIpp
0
1
p
0
.($m)I
Vβn
0
0p
The solution is:
2. The number of puts is:
],r - q 1 - I
I[βr q1
V
VFI
0
1pFP
0
1
and solving for X:
STRATEGY
INITIAL CASH FLOW
AT EXPIRATION
I1 < X I1 ≥ X
Hold the portfolio
Buy n puts
-V0
-n P($m)
V1
n(X- I1)($m)
V1
0
TOTAL -V0 - nP($m) V1+n($m)(X- I1)
V1
We are now ready to calculate the floor level of the portfolio:
V1+n($m)(X- I1)
We rewrite the Profit/Loss table for the protective put strategy:
We can solve for V1 the equation:
]r - q 1 - I
I[βr q1
V
VFI
0
1pFP
0
1
)r1(qβqr1V
II
VβV
])r - q 1 - I
I[βrq(1VV
FIppF0
10
0p1
FI0
1pFP01
From the profit/loss table, The floor level:
Floor level = V1+n($m)(X- I1),
Which can be rewritten as:
Floor level = V1+n($m)X – n($m)I1
Substituting for n:
.II
Vβ-X
I
VβVlevelFloor
($m)I($m)I
Vβ
($m)X($m)I
VβVlevelFloor
10
0p
0
0p1
10
0p
0
0p1
.)r1(qβqr1V
II
VβV
But,
FIppF0
10
0p1
.($m)I
Vβn
0
0p
Thus, substitution of V1 into the equation for the Floor Level, yields:
.)]β)(1r(1qq[βVXI
Vβ
levelFloor
pFpIp00
0p
It is important to observe that the final expression for the Floor Level is in terms of known parameter values. That is, management knows the minimum portfolio value at time 1, at the time the strategy is opened!!!
.)/V(VV
levelFloor thecase, In this
.($m)I
Vn and
)*;V
V(IX Moreover,
.I
IV V :and
,I
I - I
V
V - V
*010
0
0
0
10
0
101
0
01
0
01
A SPECIAL CASE: NOTICE THAT IF β = 1 AND IF THE DIVIDEND RATIOS ARE EQUAL, qP =qI, THEN:
EXAMPLE:
A portfolio manager expects the market to fall by 25% in the next six months. The current portfolio market value is $25M. The portfolio manager decides to require a 90% hedge of the current portfolio’s market value by purchasing 6-month puts on the S&P500 index. The portfolio’s beta with the S&P500 index is 2.4. The index stands at a level of 1,250 points and its dollar multiplier is $250. The annual risk-free rate is 10%, while the portfolio and the index annual dividend payout rates are 5% and 6%, respectively. The data is summarized below:
2.4.β Finally,
6%.q 5%;q 10%;r
:are rates annual The
$250;$m 1,250;I
.9;)*V
V( 0;$25,000,00V
IpF
0
0
10
Solution: Purchase
puts. 19250)($250)(1,2
0$25,000,002.4n
($m)I
Vβn
0
0p
The exercise price of the puts is:
1,210.X
1).05)(2.4(1(2.4).03.025[.92.4
1,250X
1)].-)(βr(1 )q(β - q*)V
V[(
β
I X pFIpp
0
1
p
0
Solution:
Purchase n = 192 six-months puts
with X= 1,210.
The Floor level is calculated as follows:
0.$22,505,00
2.4)]-.95)(1(1.025-0[2.4(.03)$25,000,00
210,1250,1
0$25,000,002.4
.)]β)(1r(1qq[βVXI
Vβ
levelFloor
pFpIp00
0p
Holding the portfolio and purchasing 192 protective puts on the S&P500 index, guarantee that the portfolio value, currently $25M, will not fall below $22,505,000 in six months. Moreover, If the S&P500 index remains above the puts’ exercise price of 1,210, the portfolio market value in six months will exceed the floor level of $22,505,000.