Chapter 16 of 22 · Unit 6 · Derivatives · 18 min read

Beginner path: read to Level 2 · Series 65 path: read to Level 3 · CFA path: read to Level 4

After this chapter you can

  • Draw the payoff of a long and short call option and put option and split a premium into intrinsic and time value.
  • Tell European, American and Bermudan exercise apart and show why an American call on a stock with no dividend is never worth exercising early.
  • Use put-call parity to spot a mispriced pair and lock in the arbitrage.
  • Price a call with a one-step and a two-step binomial tree and with Black–Scholes, and read the delta, gamma, vega and theta of the result.
  • Explain with numbers how portfolio insurance fed the 1987 crash and what a VIX of 82.69 meant in March 2020.
In this chapter
  1. Level 1 · Plain words
    1. A right without an obligation
    2. Why people buy and sell options
    3. Intrinsic value and time value
  2. Level 2 · How it works
    1. Payoffs at expiry
    2. Moneyness
    3. European, American, Bermudan
    4. Exotics, in a paragraph each
    5. Options on futures, rates and currencies
    6. What moves an option's value
    7. Implied volatility, the smile and the VIX
    8. Three strategies investors use
    9. The risk drivers of an options position
  3. Level 3 · The math
    1. Put-call parity
    2. Early exercise
    3. One-step binomial
    4. Two-step binomial, European and American
    5. Black–Scholes
    6. The Greeks
    7. Implied volatility from a price
    8. Reading the VIX as a daily move
  4. Level 4 · History, analysed
    1. 1973: a market and a formula
    2. 19 October 1987 and portfolio insurance
    3. 1997 and 1998: the prize and the fund
    4. 5 February 2018: short volatility
    5. 16 March 2020: a VIX of 82.69
  5. Sources
  6. Gaps
  7. Terms
In this chapter
  1. Level 1 · Plain words
    1. A right without an obligation
    2. Why people buy and sell options
    3. Intrinsic value and time value
  2. Level 2 · How it works
    1. Payoffs at expiry
    2. Moneyness
    3. European, American, Bermudan
    4. Exotics, in a paragraph each
    5. Options on futures, rates and currencies
    6. What moves an option's value
    7. Implied volatility, the smile and the VIX
    8. Three strategies investors use
    9. The risk drivers of an options position
  3. Level 3 · The math
    1. Put-call parity
    2. Early exercise
    3. One-step binomial
    4. Two-step binomial, European and American
    5. Black–Scholes
    6. The Greeks
    7. Implied volatility from a price
    8. Reading the VIX as a daily move
  4. Level 4 · History, analysed
    1. 1973: a market and a formula
    2. 19 October 1987 and portfolio insurance
    3. 1997 and 1998: the prize and the fund
    4. 5 February 2018: short volatility
    5. 16 March 2020: a VIX of 82.69
  5. Sources
  6. Gaps
  7. Terms

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

  1. 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.
  2. Income. An investor who owns shares and sells calls collects premiums in exchange for giving up gains above the strike.
  3. 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.
  4. 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.

Four option payoffs at expiry, strike 100−400+4060100140Long call−400+4060100140Short call−400+4060100140Long put−400+4060100140Short putShare price at expiry on each x axis; payoff per share on each y axis
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 priceLong callShort callLong putShort put
600040-40
800020-20
1000000
12020-2000
14040-4000

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 KK and a final share price STS_T, the payoffs at expiry are:

PositionPayoff at expiryBest caseWorst case
Long callmax⁡(ST−K,0)\max(S_T - K, 0)unlimitedthe premium paid
Short call−max⁡(ST−K,0)-\max(S_T - K, 0)the premium receivedunlimited
Long putmax⁡(K−ST,0)\max(K - S_T, 0)the strike, if the share goes to zerothe premium paid
Short put−max⁡(K−ST,0)-\max(K - S_T, 0)the premium receivedthe 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 priceCall valueIntrinsicTime value
905.090.005.09
10010.450.0010.45
11017.6610.007.66

European, American, Bermudan

An option's style says when the holder may exercise it.

  1. 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.
  2. American options allow exercise on any day up to expiry. Options on individual US stocks are American.
  3. 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 risesCall valuePut valueWhy
Share priceupdownthe call gets closer to paying, the put further
Strikedownupa higher price to buy at, a higher price to sell at
Time to expiryupusually upmore time for a favourable move
Volatilityupupbigger moves raise the upside; the downside stays capped at the premium
Interest rateupdownthe strike, paid later, is worth less today
Dividendsdownupthe 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.

The volatility skew of index options (illustrative)10 %20 %30 %40 %70 %80 %90 %100 %110 %120 %130 %Strike, as a share of today's index levelImplied volatilityBlack–Scholes: one flat volatilitycrash protection costs more
Implied volatility against strike for index options: higher for low strikes (crash protection), lower for high strikes.
Show the numbers
StrikeImplied 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 since 19900204060801990200020102020VIX (index points)Recession 1990-07 to 1991-03Recession 2001-03 to 2001-11Recession 2007-12 to 2009-06Recession 2020-02 to 2020-041998-10: 45.741998-10: 45.742008-11: 80.862008-11: 80.862018-02: 37.322018-02: 37.322020-03: 82.692020-03: 82.69Highest close in the monthMonthly averageRecessionAverage 19.4
The VIX daily close since 1990 (FRED VIXCLS), with 1998, 2008, 2018 and 2020 marked.
Show the numbers
MonthAverageHighest daily close
1990-1223.3626.38
1991-1218.3520.57
1992-1212.1912.8
1993-1211.3613.83
1994-1214.1818.15
1995-1211.7514.55
1996-1219.2621.99
1997-1226.2830.27
1998-1036.6145.74
1998-1225.4831.31
1999-1222.1624.76
2000-1226.5331.74
2001-1223.7225.91
2002-1228.2130.78
2003-1216.8318.31
2004-1212.4613.67
2005-1211.2612.21
2006-1210.9612.67
2007-1221.6524.52
2008-1162.6780.86
2008-1252.4168.51
2009-1221.2423.69
2010-1217.5721.36
2011-1225.0530.59
2012-1217.3122.72
2013-1214.1916.21
2014-1216.2923.57
2015-1218.0224.39
2016-1212.4714.12
2017-1210.2611.68
2018-0222.4637.32
2018-1224.9536.07
2019-1213.7615.96
2020-0357.7482.69
2020-1222.3725.16
2021-1221.3631.12
2022-1221.7825
2023-1212.7213.67
2024-1215.8727.62
2025-1215.5517.62

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 expiryStock aloneCovered callProtective putCollar
70−30.00−23.96−8.71−2.67
90−10.00−3.96−8.71−2.67
1000.006.04−3.712.33
11010.0016.046.2912.33
13030.0016.0426.2912.33

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

DriverWho it hurtsAn episode
Price of the underlying (delta)sellers of puts in a crash, sellers of calls in a squeezeput sellers in October 1987
Curvature (gamma)short-option books that must re-hedge as prices jumpdealers in March 2020
Volatility (vega)sellers of volatility when implied volatility jumpsshort-VIX products on 5 February 2018
Time (theta)buyers, whose time value decays every dayanyone holding options through a quiet market
Rates and dividends (rho)small for short-dated equity options, larger for long-dated oneslong-dated options in the 2022 rate rise
Liquidity and modelhedgers whose model assumes smooth, continuous tradingportfolio 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 KK, same expiry TT, with no dividends. Buying the call and selling the put gives a payoff of ST−KS_T - K in every state: if the share ends above KK the call pays and the put expires; if below, the put holder exercises against you and you buy at KK. That is the payoff of a forward. So the pair must cost what the stock costs, less the present value of the strike:

C−P=S0−Ke−rTC - P = S_{0} - K \, e^{-rT}

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.

Put–call parity: two portfolios, one payoffPortfolioShare endsbelow KShare endsabove KTodayA: call + cashgrowing to K0 + K = K(S − K) + K = SC + Ke^(−rT)B: put + one share(K − S) + S = K0 + S = SP + SC + K e^(−rT) = P + Sif not, buy the cheap side, sell the dear one
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:

C≥S0−Ke−rTC \ge S_{0} - K \, e^{-rT}

In words, a call is worth at least the share price minus the discounted strike.

When rr is positive, Ke−rTK e^{-rT} is less than KK, so the right-hand side is larger than S0−KS_0 - K, 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, K(1−e−rτ)K(1 - e^{-r \tau}), where τ\tau 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.

When to exercise an American put early607080901001100 mo3 mo6 mo9 mo12 moTime from today (months)Share priceStrike 100Hold: waiting is worth moreExercise now
For an American put, the share prices at each date below which early exercise is optimal: the exercise boundary.
Show the numbers
MonthBoundary share price
0.980.25
1.881.87
2.781.87
3.681.87
4.581.87
5.483.53
6.383.53
7.285.21
8.185.21
9.086.94
9.986.94
10.890.48
11.794.18

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 u=1.2u = 1.2) or 80 (down by d=0.8d = 0.8). 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 Δ\Delta shares and borrowing BB:

Δ=Cu−CdS0(u−d)\Delta = \frac{C_{u} - C_{d}}{S_{0} (u - d)}

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 Δ\Delta = 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.

The same answer comes out of a neat shortcut. Define the risk-neutral probability:

q=erΔt−du−dq = \frac{e^{r \Delta t} - d}{u - d}

In words, qq is the probability that makes the share's expected growth equal the risk-free rate.

With these numbers qq = 0.6282, and the call is the discounted expected payoff under qq:

C=e−rΔt[qCu+(1−q)Cd]C = e^{-r \Delta t} \left[ q \, C_{u} + (1 - q) \, C_{d} \right]

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

C=e−0.05(0.6282×20+0.3718×0)C = e^{-0.05}(0.6282 \times 20 + 0.3718 \times 0) = 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 binomial tree: the call is worth 15.71S = 100C = 15.71S = 120C = 26.29S = 80C = 0.00S = 144C = 44.00S = 96C = 0.00S = 64C = 0.00q = 0.62821 − q = 0.3718TodayYear 1Year 2: payoff max(S − 100, 0)
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
NodeShare priceCall value
010015.71
u12026.29
d800
uu14444
ud960
dd640

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 qq, 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 qq 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 uu and dd 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 σ\sigma:

C=S0N(d1)−Ke−rTN(d2)C = S_{0} \, N(d_{1}) - K e^{-rT} N(d_{2})

In words, the call is worth the share price times one probability-like factor, minus the discounted strike times another.

d1=ln⁡(S0/K)+(r+12σ2)TσT,d2=d1−σTd_{1} = \frac{\ln(S_{0}/K) + (r + \tfrac12 \sigma^{2}) T}{\sigma \sqrt{T}}, \quad d_{2} = d_{1} - \sigma \sqrt{T}

In words, d1d_1 measures how far the share is above the strike, in units of volatility over the option's life, adjusted for interest and volatility, and d2d_2 is d1d_1 less one volatility unit.

N(x)N(x) is the chance that a standard normal variable is below xx. N(d2)N(d_2) is the risk-neutral probability that the call ends in the money. N(d1)N(d_1) is the call's delta, the number of shares in the copy. The put follows from parity:

P=Ke−rTN(−d2)−S0N(−d1)P = K e^{-rT} N(-d_{2}) - S_{0} \, N(-d_{1})

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 S0=100S_0 = 100, K=100K = 100, r=5%r = 5\%, σ=20%\sigma = 20\% and T=1T = 1. Then d1d_1 = 0.35 and d2d_2 = 0.15, so N(d1)N(d_1) = 0.6368 and N(d2)N(d_2) = 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.

Call value against the share price, as expiry nears010203040708090100110120130140Share priceCall value1 year6 months5 weeksPayoff at expiry
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 price1 year6 months5 weeksAt expiry
801.860.4600
905.092.350.140
10010.456.892.770
11017.6614.0810.6610
12026.1722.9520.520

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.

GreekMeasures the change in value forCall value in the examplePut value in the example
Deltaa 1 rise in the share price0.64−0.36
Gammachange in delta for a 1 rise in the share0.01880.0188
Vegaone point more volatility0.380.38
Thetaone calendar day passing−0.0176−0.0045
Rhoone point higher interest rate0.53−0.42
Δ=∂C∂S=N(d1),Γ=∂2C∂S2=N′(d1)SσT\Delta = \frac{\partial C}{\partial S} = N(d_{1}), \quad \Gamma = \frac{\partial^{2} C}{\partial S^{2}} = \frac{N'(d_{1})}{S \sigma \sqrt{T}}

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:

Θ+12σ2S2Γ+rSΔ=rV\Theta + \tfrac12 \sigma^{2} S^{2} \Gamma + r S \Delta = r V

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 call00.250.50.75160100140Share price0.64 at 1000.64 at 100Delta00.010.0260100140Share priceGamma
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 priceDeltaGamma
700.080.01
800.220.02
900.430.02
1000.640.02
1100.80.01
1200.90.01
1300.950

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:

σday=VIX252\sigma_{\text{day}} = \frac{\text{VIX}}{\sqrt{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

1973 Listed 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

1987 Black 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

2018 The 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

2020 The 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.
  • Cboe Global Markets, VIX index methodology and historical data; FRED, CBOE Volatility Index, VIXCLS.
  • 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.

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