Chapter 15 covered contracts that commit both sides. An option commits only one. The buyer pays a premium for the right to buy or sell at a set price; the seller takes the premium and the obligation. That asymmetry gives options their bent payoff, and it is why their pricing needs probability and why 1973, the year Fischer Black, Myron Scholes and Robert Merton published their pricing formulas, changed finance. We start with payoffs and the words traders use, then build the pricing step by step, from a one-step tree to Black–Scholes and the Greeks. Level 4 looks at three days when option markets moved the whole market.
Level 1 Plain words
For every reader: the idea in plain words, no formulas.
A right without an obligation
A call option gives its holder the right to buy something at a set price, the strike price, on or before a set date. A put option gives the right to sell at the strike. The buyer pays the seller a premium up front. If the right is worth using at the end, the buyer uses it; if not, the buyer lets it lapse and loses only the premium.
Think of a call on a share at a strike of $100. Should the share end at $130, the holder buys at $100 and could sell at $130, a gain of $30 less the premium paid. With the share at $80 at the end, nobody wants to pay $100 for it, so the call expires worthless. The seller kept the premium and owes nothing.
Puts work the other way. With a strike of $100, a put lets its holder sell at $100. Should the share fall to $70, the holder gains $30 less the premium. Should it rise, the put expires unused.
Why people buy and sell options
Insurance. An investor who owns shares and buys puts has set a floor under the loss, the way a homeowner insures a house. The premium is the insurance cost.
Income. An investor who owns shares and sells calls collects premiums in exchange for giving up gains above the strike.
Leverage. A call costs a fraction of the share price but gains dollar for dollar above the strike, so a small outlay can make or lose a large percentage.
A view on volatility. Options gain value when the market expects bigger moves. Traders buy and sell options to bet on how much prices will move, whichever way.
Intrinsic value and time value
Before expiry, an option's premium has two parts. Intrinsic value is what the option would pay if exercised right now: for a call, the share price minus the strike when that is positive, otherwise zero. Time value is the rest, the value of the chance that things get better before expiry. A call struck at $100 on a share at $110 has $10 of intrinsic value; if the call trades at $17, the other $7 is time value. Time value shrinks as expiry approaches and is zero on the last day.
The payoff at expiry of a long call, a short call, a long put and a short put, all struck at 100.Show the numbers
Share price
Long call
Short call
Long put
Short put
60
0
0
40
-40
80
0
0
20
-20
100
0
0
0
0
120
20
-20
0
0
140
40
-40
0
0
Source: computed: payoffs at expiry, K = 100, as of 2026-10-28.
Level 2 How it works
For readers who want the mechanism, with the diagrams.
Beginner path stops here
Payoffs at expiry
With strike and a final share price , the payoffs at expiry are:
Position
Payoff at expiry
Best case
Worst case
Long call
unlimited
the premium paid
Short call
the premium received
unlimited
Long put
the strike, if the share goes to zero
the premium paid
Short put
the premium received
the strike less the premium
A seller of calls that does not own the share, a naked call writer, faces losses with no limit. That is why brokers ask for more margin from option sellers than from buyers.
Moneyness
An option whose exercise would pay something today is in the money. A call is in the money when the share is above the strike; a put when it is below. An option at the strike is at the money, and one that would pay nothing is out of the money. Out-of-the-money options are all time value.
For a one-year call struck at 100, with a 5 % interest rate and 20 % volatility, the Black–Scholes values of Level 3 give these splits:
Share price
Call value
Intrinsic
Time value
90
5.09
0.00
5.09
100
10.45
0.00
10.45
110
17.66
10.00
7.66
European, American, Bermudan
An option's style says when the holder may exercise it.
European options allow exercise only on the expiry date. Most index options, such as those on the S&P 500 listed by Cboe, are European.
American options allow exercise on any day up to expiry. Options on individual US stocks are American.
Bermudan options allow exercise on a set list of dates, such as once a quarter. They are common in interest rate markets, for example a right to cancel a swap on each coupon date, and the callable feature of many bonds works the same way.
An American option is worth at least as much as a European one with the same terms, because it carries every right the European one has and more. Level 3 shows that the extra right is sometimes worth nothing (calls on stocks with no dividend) and sometimes worth a lot (deep in-the-money puts).
Exotics, in a paragraph each
Asian options pay on the average price over a period instead of the final price. Averaging lowers the volatility of the payoff, so they cost less, and they suit a buyer who purchases a commodity steadily over a year.
Barrier options switch on or off when the price touches a level. A down-and-out call dies if the share falls below the barrier; a down-and-in call comes alive only if it does. They cost less than plain options because they pay in fewer states of the world.
Digital (binary) options pay a fixed amount if the price ends above or below the strike, and nothing otherwise. Their value jumps at the strike, which makes them hard for dealers to hedge near expiry.
Lookback options pay on the best price over the life, the highest for a call or the lowest for a put. They remove the regret of bad timing and cost a lot for it.
Compound and chooser options are options on options. A chooser lets the holder decide later whether the option is a call or a put, a bet on a large move in either direction.
Options on futures, rates and currencies
Options exist on almost anything with a price. Options on futures (on oil, grains, Treasury bonds, stock index futures) deliver a futures position when exercised; Fischer Black adapted the pricing formula for them in 1976. In interest rate markets, a cap pays when a floating rate rises above a strike in any period, a floor when it falls below, and a swaption gives the right to enter a swap at a set fixed rate. Many swaptions are Bermudan, exercisable on each coupon date, and a callable corporate bond is a plain bond with a Bermudan call sold by the investor to the issuer. Currency options let an importer cap the cost of foreign money while keeping the gain if the currency weakens. The pricing ideas below carry over to all of them; what changes is the underlying and how it is assumed to move.
What moves an option's value
Input rises
Call value
Put value
Why
Share price
up
down
the call gets closer to paying, the put further
Strike
down
up
a higher price to buy at, a higher price to sell at
Time to expiry
up
usually up
more time for a favourable move
Volatility
up
up
bigger moves raise the upside; the downside stays capped at the premium
Interest rate
up
down
the strike, paid later, is worth less today
Dividends
down
up
the share price drops when a dividend is paid
Volatility is the input nobody can observe. The other five are on the screen.
Implied volatility, the smile and the VIX
Given an option's market price, traders solve the pricing formula backwards for the volatility that produces it. That number is the implied volatility. It is the market's price of uncertainty, expressed as a yearly standard deviation.
If the Black–Scholes assumptions held, every option on the same share and expiry would show the same implied volatility. Since the 1987 crash, equity index options have not behaved that way. Out-of-the-money puts carry higher implied volatility than at-the-money options, and out-of-the-money calls lower, a downward slope traders call the skew or smile. Mark Rubinstein documented the change in "Implied Binomial Trees" (Journal of Finance, 1994). Investors pay up for crash insurance because they know crashes happen more often than a normal curve allows, as Chapter 3 explains.
Implied volatility against strike for index options: higher for low strikes (crash protection), lower for high strikes.Show the numbers
Strike
Implied vol (%)
70 %
30.6
80 %
26.2
90 %
22.6
100 %
20
110 %
18
120 %
16.2
130 %
14.8
Source: computed: an illustrative skew shape, not market quotes, as of 2026-10-28.
Cboe's VIX index turns the prices of a strip of S&P 500 options into a single number, the market's implied volatility for the next 30 days. FRED publishes its daily close as VIXCLS. A VIX of 20 means the options are priced as if the index will move with a yearly standard deviation of about 20 %.
The VIX daily close since 1990 (FRED VIXCLS), with 1998, 2008, 2018 and 2020 marked.Show the numbers
Month
Average
Highest daily close
1990-12
23.36
26.38
1991-12
18.35
20.57
1992-12
12.19
12.8
1993-12
11.36
13.83
1994-12
14.18
18.15
1995-12
11.75
14.55
1996-12
19.26
21.99
1997-12
26.28
30.27
1998-10
36.61
45.74
1998-12
25.48
31.31
1999-12
22.16
24.76
2000-12
26.53
31.74
2001-12
23.72
25.91
2002-12
28.21
30.78
2003-12
16.83
18.31
2004-12
12.46
13.67
2005-12
11.26
12.21
2006-12
10.96
12.67
2007-12
21.65
24.52
2008-11
62.67
80.86
2008-12
52.41
68.51
2009-12
21.24
23.69
2010-12
17.57
21.36
2011-12
25.05
30.59
2012-12
17.31
22.72
2013-12
14.19
16.21
2014-12
16.29
23.57
2015-12
18.02
24.39
2016-12
12.47
14.12
2017-12
10.26
11.68
2018-02
22.46
37.32
2018-12
24.95
36.07
2019-12
13.76
15.96
2020-03
57.74
82.69
2020-12
22.37
25.16
2021-12
21.36
31.12
2022-12
21.78
25
2023-12
12.72
13.67
2024-12
15.87
27.62
2025-12
15.55
17.62
Source: Federal Reserve Bank of St. Louis, FRED, series VIXCLS (Cboe VIX, daily close; monthly mean of daily values, with the month's highest daily value), as of 2026-10-27.
Three strategies investors use
All three start with a share bought at 100. A covered call adds a sold one-year call with a strike of 110, for 6.04. For the protective put we add a bought one-year put with a strike of 95, for 3.71. A collar does both, so the call premium pays for the put with 2.33 to spare. Premiums are Black–Scholes values at 20 % volatility and a 5 % rate; we ignore interest on the premiums. Profit per share at expiry:
Share at expiry
Stock alone
Covered call
Protective put
Collar
70
−30.00
−23.96
−8.71
−2.67
90
−10.00
−3.96
−8.71
−2.67
100
0.00
6.04
−3.71
2.33
110
10.00
16.04
6.29
12.33
130
30.00
16.04
26.29
12.33
Read across the rows. When the share goes nowhere, the covered call earns more than the stock, and it gives up everything above 110. Insurance through the put costs a little in every good outcome and caps the loss below 95. Doing both narrows the range of outcomes at both ends. None of them is a free improvement; each trades some outcomes for others.
The risk drivers of an options position
Driver
Who it hurts
An episode
Price of the underlying (delta)
sellers of puts in a crash, sellers of calls in a squeeze
put sellers in October 1987
Curvature (gamma)
short-option books that must re-hedge as prices jump
dealers in March 2020
Volatility (vega)
sellers of volatility when implied volatility jumps
short-VIX products on 5 February 2018
Time (theta)
buyers, whose time value decays every day
anyone holding options through a quiet market
Rates and dividends (rho)
small for short-dated equity options, larger for long-dated ones
long-dated options in the 2022 rate rise
Liquidity and model
hedgers whose model assumes smooth, continuous trading
portfolio insurers in 1987
Level 3 The math
For Series 65 and CFA readers: formulas and worked examples.
Series 65 path stops here
Put-call parity
Take a European call and a European put on the same stock, same strike , same expiry , with no dividends. Buying the call and selling the put gives a payoff of in every state: if the share ends above the call pays and the put expires; if below, the put holder exercises against you and you buy at . That is the payoff of a forward. So the pair must cost what the stock costs, less the present value of the strike:
In words, a call minus a put with the same strike and expiry is worth the share price minus the strike discounted at the risk-free rate.
A long call plus a short put gives the same payoff as a long forward: the share minus the strike at expiry.
Worked example An arbitrage when the market misprices the pair
A share trades at 100, the one-year rate is 5 % and both options have a strike of 100 and a year to run. Parity says the call minus the put should be worth 4.88. The market quotes the call at 10 and the put at 3, a difference of 7.00. The call is too dear against the put. Sell the call for 10, buy the put for 3, buy the share for 100 and borrow 95.12 for a year at 5 %. Cash today is 10 − 3 − 100 + 95.12, a profit of 2.12. At expiry whichever option ends in the money delivers the share at 100, and the 100 repays the loan. No payment remains in any state, so the 2.12 carries no risk.
Early exercise
For an American call on a share with no dividend, parity gives a lower bound on the call's value. Since the put is worth at least zero:
In words, a call is worth at least the share price minus the discounted strike.
When is positive, is less than , so the right-hand side is larger than , the amount early exercise would pay. Selling the call always beats exercising it.
Worked example A deep in-the-money call
A share trades at 120 and a one-year call is struck at 100, with rates at 5 %. Exercising today pays 20.00. The parity bound says the call is worth at least 24.88, and Black–Scholes at 20 % volatility gives 26.17. Exercise throws away the interest on the strike and the time value. An American call on a stock with no dividend is worth the same as the European one.
Puts behave differently. A put's best case is the strike itself, reached if the share goes to zero, and money received earlier earns interest.
Worked example A deep in-the-money put
The share has collapsed to 20 and a one-year put is struck at 100, with rates at 5 %. Exercising today pays 80.00. A European put can be worth at most the discounted strike minus the share price, 75.12, and Black–Scholes gives 75.12. The 80 in hand today, invested for the year, earns 4.10 of interest. Waiting can add at most 20 more, and only if the share goes to zero. The holder of an American put should exercise.
Dividends change the call result. When a share goes ex-dividend its price drops by about the dividend, and a call holder does not receive the dividend. Exercising just before the ex-date captures the dividend but pays the strike early. That trade pays only if the dividend is larger than the interest saved by paying the strike later, , where is the time left to expiry after the ex-date. With a strike of 100, rates at 5 % and three months left, the threshold is 1.24. A dividend of 3 clears it; a dividend of 1 does not. So early exercise matters for calls on shares paying large dividends near expiry, and for puts in general.
For an American put, the share prices at each date below which early exercise is optimal: the exercise boundary.Show the numbers
Month
Boundary share price
0.9
80.25
1.8
81.87
2.7
81.87
3.6
81.87
4.5
81.87
5.4
83.53
6.3
83.53
7.2
85.21
8.1
85.21
9.0
86.94
9.9
86.94
10.8
90.48
11.7
94.18
Source: computed: a 400-step Cox–Ross–Rubinstein tree, K 100, r 5 %, σ 20 %, T 1 year, as of 2026-10-28.
A call on a share with no dividend has no such region: it is never exercised early.
One-step binomial
Assume the share, now at 100, will in one year be either 120 (up by ) or 80 (down by ). The rate is 5 % with continuous compounding. A call struck at 100 pays 20 in the up state and 0 in the down state.
We can copy that payoff with shares and borrowing. Holding shares and borrowing :
In words, the number of shares in the copy equals the spread of the option's payoffs divided by the spread of the share's prices.
Here = 0.50. Holding half a share is worth 60 in the up state and 40 in the down state; borrowing the present value of 40, which is 38.05, makes the down state pay zero and the up state pay 20. The copy costs 50 minus that loan, 11.95, so the call must cost the same or traders would buy one and sell the other.
In words, is the probability that makes the share's expected growth equal the risk-free rate.
With these numbers = 0.6282, and the call is the discounted expected payoff under :
In words, the option's value is its average payoff using the risk-neutral probabilities, discounted at the risk-free rate.
Worked example The one-step call
= 11.95. The real-world chance of an up move does not appear anywhere. The option price depends on the share price and the rate, because the option can be copied from them.
Two-step binomial, European and American
Add a second year with the same up and down factors. The share can end at 144, 96 or 64.
A two-step tree from 100: 120 and 80 after one year, then 144, 96 and 64. Each node shows the share price and the option value.Show the numbers
Node
Share price
Call value
0
100
15.71
u
120
26.29
d
80
0
uu
144
44
ud
96
0
dd
64
0
Source: computed: q = (e^0.05 - 0.8) / (1.2 - 0.8) = 0.6282; value = e^-0.05 x (q Cu + (1 - q) Cd), as of 2026-10-28.
Worked example A two-step call
The call struck at 100 pays 44 at the top node and nothing at the other two. Working back with , the call is worth 26.29 at the up node after one year and 0 at the down node, and 15.71 today. The chance of two up moves under is 39.5 %.
Worked example The same tree for a put, European and American
A put struck at 100 pays 0, 4 and 36 at the three final nodes. At the down node after one year (share at 80) the European put is worth 15.12 if held. An American holder can exercise there for 20.00, which is more, so the American put takes the higher value at that node. Working back to today, the European put is worth 6.19 and the American put 7.92. The difference, 1.72, is the value of the right to exercise early.
John Cox, Stephen Ross and Mark Rubinstein set out this method in "Option Pricing: A Simplified Approach" (Journal of Financial Economics, 1979). With many short steps and and set from volatility, the tree converges to Black–Scholes for European options, and it handles American and Bermudan exercise by checking at each node, which the closed-form formula cannot.
Black–Scholes
For a European call on a share with no dividend, with volatility :
In words, the call is worth the share price times one probability-like factor, minus the discounted strike times another.
In words, measures how far the share is above the strike, in units of volatility over the option's life, adjusted for interest and volatility, and is less one volatility unit.
is the chance that a standard normal variable is below . is the risk-neutral probability that the call ends in the money. is the call's delta, the number of shares in the copy. The put follows from parity:
In words, the put is worth the discounted strike times the chance of ending in the money, minus the share price times the put's share-equivalent.
Worked example A one-year at-the-money call and put
Take , , , and . Then = 0.35 and = 0.15, so = 0.6368 and = 0.5596. The call is worth 10.45 and the put 5.57. Check with parity: the call minus the put equals 100 minus the discounted strike of 95.12, which is 4.88.
The assumptions are strong: the share follows a lognormal random walk with constant volatility, trading never stops, there are no transaction costs, and the rate is constant. Real markets break each of these, the smile is the visible result, and traders use the formula as a way to quote prices in units of implied volatility more than as a forecast.
Black–Scholes call value against the share price for one year, six months and five weeks to expiry, approaching the payoff at expiry.Show the numbers
Share price
1 year
6 months
5 weeks
At expiry
80
1.86
0.46
0
0
90
5.09
2.35
0.14
0
100
10.45
6.89
2.77
0
110
17.66
14.08
10.66
10
120
26.17
22.95
20.5
20
Source: computed: Black–Scholes, K 100, r 5 %, σ 20 %; T = 1, 0.5, 0.1, as of 2026-10-28.
The Greeks
Each Greek measures how the option's value changes with one input, holding the others fixed.
Greek
Measures the change in value for
Call value in the example
Put value in the example
Delta
a 1 rise in the share price
0.64
−0.36
Gamma
change in delta for a 1 rise in the share
0.0188
0.0188
Vega
one point more volatility
0.38
0.38
Theta
one calendar day passing
−0.0176
−0.0045
Rho
one point higher interest rate
0.53
−0.42
In words, delta is the slope of the option's value against the share price, and gamma is how fast that slope changes.
Worked example Delta hedging the call
A dealer who sold this call holds 0.64 of a share per option to stay flat to small moves. If the share rises by 1, gamma says the delta rises to about 0.6556; recomputing Black–Scholes at 101 gives 0.6553, close. The dealer must buy more shares as the price rises and sell as it falls. A seller of options with large gamma buys high and sells low to stay hedged, and that cost is what the option premium pays for.
The Greeks are tied together by the Black–Scholes equation. For any option on a share with no dividend:
In words, the time decay plus the gain from curvature plus the interest on the hedge equals the risk-free return on the option's value.
Worked example Checking the equation on the example call
Yearly theta is −6.41, the gamma term is 3.75 and the delta term is 3.18; together they come to 0.52, which matches 5 % of the call's value, 0.52. The equation says that a delta-hedged option holder loses theta each day and earns it back through gamma, as long as the share moves about as much as the volatility input assumes. When realised volatility beats implied, long gamma wins; when it falls short, short gamma wins.
Delta and gamma of the one-year call against the share price: delta rises from 0 to 1, gamma peaks near the strike.Show the numbers
Share price
Delta
Gamma
70
0.08
0.01
80
0.22
0.02
90
0.43
0.02
100
0.64
0.02
110
0.8
0.01
120
0.9
0.01
130
0.95
0
Source: computed: delta = N(d1), gamma = N'(d1) / (S σ √T); K 100, r 5 %, σ 20 %, T 1, as of 2026-10-28.
Implied volatility from a price
Black–Scholes runs one way: inputs in, price out. Traders mostly run it the other way. Given a market price, they search for the volatility that reproduces it.
Worked example Backing out the volatility in a quote
The one-year at-the-money call of the example trades in the market at 12.00 instead of 10.45. Searching over volatility, we find that Black–Scholes gives 12.00 at 24.1 %. Vega gives a quick check: the quote is 1.55 above the 20 % value, and each volatility point adds about 0.38, so the implied volatility is about 24.1 %. A dealer quoting this option would say it trades "at 24 vol". Quoting in volatility lets traders compare options with different strikes and expiries on one scale.
Reading the VIX as a daily move
A yearly volatility converts to a daily one by dividing by the square root of the number of trading days, about 252:
In words, the daily standard deviation the options imply is the VIX divided by the square root of 252.
A VIX of 20 implies a typical daily move of about 1.26 %. A VIX of 82.69 implies about 5.21 % a day.
Level 4 History, analysed
For readers who want past episodes run through the Level 3 math.
1973: a market and a formula
1973Listed options and Black–Scholes
The Chicago Board Options Exchange opened on 26 April 1973, the first exchange to list standard options on shares. In the same year the Journal of Political Economy published Fischer Black and Myron Scholes's "The Pricing of Options and Corporate Liabilities", and Robert Merton published his extension in the Bell Journal of Economics and Management Science.
Within a few years traders on the exchange floor carried printed sheets of Black–Scholes values. Scholes and Merton received the Nobel Memorial Prize in Economic Sciences in 1997; Black had died in 1995. The formula's key idea, that an option can be copied by trading the share and a bond, also gave traders a recipe for creating options that did not exist, which led to portfolio insurance.
19 October 1987 and portfolio insurance
1987Black Monday
On 19 October 1987 the S&P 500 fell 20.5 % in one day. In January 1988 the Presidential Task Force on Market Mechanisms (the Brady Commission) reported that portfolio insurance programmes were among the heaviest sellers of index futures that day.
Portfolio insurance promised a pension fund a floor without buying puts. A manager would copy a put by selling index futures, using the put's delta from Black–Scholes, and selling more as the market fell. Take a fund that wants a one-year floor at 95 on an index at 100, at 20 % volatility. At 100 the copy holds short futures equal to 27 % of the stock position. If the index falls to 80, the put's delta says the short must grow to 69 %.
Now add up many funds following the same rule. A fall in the market forces them all to sell, which pushes prices lower, which forces more selling. Their model assumed that the insurer could sell smoothly at each price on the way down, with nobody's selling affecting the price. On 19 October futures traded at large discounts to the cash index, the cash market could not absorb the orders, and the gaps in trading meant the copies failed to track the puts they were meant to imitate. The insurers' own delta rule made the fall worse.
Option traders learned. A skew appeared after 1987 and has stayed: a lasting premium on crash protection, by which the market admits that a normal curve understates the left tail. A one-day fall of 20.5 % against a typical daily standard deviation of about 1 % is a move of about 20 standard deviations, which a normal curve treats as all but impossible (Chapter 3).
1997 and 1998: the prize and the fund
Scholes and Merton were partners in Long-Term Capital Management, the hedge fund that needed a $3.6 billion recapitalisation in September 1998, less than a year after their prize (Chapter 15). The fund's trouble did not come from the option formula. LTCM sold large amounts of long-dated equity index volatility in 1998, betting that implied volatility, then high, would fall back. When markets panicked after Russia's default, implied volatility rose further and stayed there, and the fund's short vega positions lost money at the same time as its bond trades. Being right about the long-run level of volatility does not help a seller who runs out of capital before the market comes back.
5 February 2018: short volatility
2018The short-volatility products collapse
On 5 February 2018 the VIX closed at 37.32, up from 17.31 the previous trading day. An exchange-traded note called XIV, which paid the inverse of the daily return on short-dated VIX futures, lost about 96 % of its value after the close and was later terminated by its issuer.
In one day the VIX jumped +115.6 %, the largest one-day rise in its history to that point. A product that pays minus the daily return of VIX futures loses one dollar for each dollar the futures gain; a rise of about 96 % in the futures index on one day leaves almost nothing. For years before, the VIX futures curve had been in steep contango, and selling volatility had earned money nearly every month through the same roll arithmetic that hurts commodity funds (Chapter 13). Investors read that steady record as low risk. A seller of vega earns small premiums often and pays a large amount rarely, the same profile as the carry trade of Chapter 14. Sellers' own need to buy back VIX futures as prices rose fed the jump.
16 March 2020: a VIX of 82.69
2020The VIX closes at 82.69
On 16 March 2020, as the pandemic closed economies, the VIX closed at 82.69 (Cboe), its highest close on record, above the peak of November 2008.
The Level 3 conversion turns 82.69 into an implied daily standard deviation of 5.21 %, against about 1.26 % for a VIX of 20. Options were priced for daily moves four times normal, and the index delivered: the S&P 500 fell about 12 % that day. Dealers who had sold puts were short gamma; as the market fell, their hedges required selling more futures, the 1987 loop in a smaller form. Buyers of puts in February 2020 earned many times their premium. Sellers who had collected premiums for years gave back much of what they had earned in three weeks.
Sources
Fischer Black and Myron Scholes, "The Pricing of Options and Corporate Liabilities," Journal of Political Economy 81, no. 3 (1973).
Robert C. Merton, "Theory of Rational Option Pricing," Bell Journal of Economics and Management Science 4, no. 1 (1973).
John C. Cox, Stephen A. Ross and Mark Rubinstein, "Option Pricing: A Simplified Approach," Journal of Financial Economics 7, no. 3 (1979).
Fischer Black, "The Pricing of Commodity Contracts," Journal of Financial Economics 3, no. 1–2 (1976).
Mark Rubinstein, "Implied Binomial Trees," Journal of Finance 49, no. 3 (1994).
Report of the Presidential Task Force on Market Mechanisms (the Brady Commission), January 1988.
John C. Hull, Options, Futures, and Other Derivatives, Pearson (any recent edition).
The Royal Swedish Academy of Sciences, the 1997 prize announcement for Robert C. Merton and Myron S. Scholes.
Gaps
The VIX closes of 17.31 and 37.32 around 5 February 2018 and the "about 96 %" loss of XIV are as reported at the time; we have not tied them to the issuer's notice.
The S&P 500's fall of "about 12 %" on 16 March 2020 is a round figure; S&P Dow Jones Indices has the exact close.
The Brady Commission's figures on how much portfolio insurers sold on 19 October 1987 are left in words.
The portfolio insurance example uses a Black–Scholes put delta as a stylised rule; real programmes used their own models and rebalancing bands.
Strategy profits ignore interest on premiums, commissions and taxes.
LTCM's short positions in long-dated equity index volatility in 1998 are described in words, following Lowenstein's account; we quote no size.
Terms
call option
the right to buy an asset at the strike price on or before expiry.
put option
the right to sell an asset at the strike price on or before expiry.
strike price
the price at which an option holder can buy (call) or sell (put).
intrinsic value
what an option would pay if exercised now; never below zero.
time value
the part of an option's price above its intrinsic value, the value of the chance of a better outcome before expiry.
in the money
an option that would pay something if exercised now.
put-call parity
the rule that a European call minus a European put with the same strike and expiry equals the share price minus the discounted strike.
risk-neutral probability
the probability that makes an asset's expected return equal the risk-free rate; options are priced as discounted expected payoffs under it.
implied volatility
the volatility that makes a pricing model match an option's market price.
VIX
Cboe's index of the 30-day implied volatility of S&P 500 options, quoted in percent a year.
delta
the change in an option's value for a one-unit change in the underlying price.
gamma
the change in delta for a one-unit change in the underlying price.
vega
the change in an option's value for a one-point change in volatility.
theta
the change in an option's value as one day passes, other inputs fixed.
Educational only. Not investment, tax, or legal advice, and not an offer of advisory services. InnovationStrat Wealth, LLC is not yet registered as an investment adviser.