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Option Pricing and the Greeks: from Black-Scholes to Delta Management

An option price is today's value of a right; pricing converts that right into a number, and the Greeks decompose the number's sensitivity to every model input. Without the Greeks, an options book is a black box.

نویسنده: FinScope Derivatives Editorial Team · آخرین به‌روزرسانی: ۱۶ آبان ۱۴۰۵

اهداف یادگیری

  • Price European options with BSM/Black-76 and validate with put-call parity
  • Model early exercise of American options with the CRR tree
  • Interpret delta, gamma, vega and theta and use them for hedging

پیش‌نیازها

Financial Derivatives from First Principles

Intrinsic value, time value and parity

A European call's intrinsic value is max(S−K, 0); the market price never falls below it, and the excess is time value — the premium for the chance of further improvement before expiry. Near expiry time value decays to zero (positive theta for the seller). Put-call parity is a model-free identity: C − P = S·e^(−qT) − K·e^(−rT). A violation is arbitrage by construction, which is why the platform locks parity as an acceptance test on every engine release.

C − P = S·e^(−qT) − K·e^(−rT)
C = S·e^(−qT)·N(d₁) − K·e^(−rT)·N(d₂)
d₁ = [ln(S/K) + (r − q + σ²/2)T]/(σ√T), d₂ = d₁ − σ√T
Black-76 is the forward-space version of BSM: replace S with F and discount at r; the identity Black76(F, r) ≡ BSM(S = F, q = r) is exact and drives the platform's Greeks and IV solver.

The Greeks: the language of options risk

Delta (∂V/∂S) is first-order price sensitivity — and roughly the risk-neutral exercise probability for European options. Delta hedging buys or sells Δ units of the underlying to neutralize it. Gamma (∂²V/∂S²) measures how fast the hedge decays: large gamma means frequent rehedging, paying transaction costs and slippage each time. Vega (∂V/∂σ) is volatility exposure — option buyers are long vega, earning in vol expansion and bleeding in stillness. Theta is time decay: the seller's income stream, paid for with tail risk. Together these four numbers describe any options strategy's risk profile.

Worked example: delta-hedging a call

  1. Long 10 calls on 100 shares each, delta 0.58 → equivalent position 580 shares.
  2. Short 580 shares (or 5.8 futures contracts) to neutralize.
  3. Spot rises $1: option gains ≈ $580; hedge loses ≈ $580 — the book is locally price-immune.
  4. A large move shifts delta (gamma effect): the hedge must be reset — rehedging frequency is the real cost of delta neutrality.

نتیجه: Delta neutrality is a moment, not a state: gamma sets the rehedging cadence, and managing that cadence is the actual skill of running an options book.

American options have no closed form: the CRR binomial tree compares continuation vs early exercise at every node and converges to BSM as steps increase — a convergence the platform locks in tests at N = 250 and 1000.

پرسش‌های متداول

Does delta 0.30 mean a 30% exercise probability?

It is a close risk-neutral approximation (N(d₁) vs N(d₂)), useful for risk sizing — but it is not the probability that a strategy is profitable, which depends on premium paid and the real-world distribution.

Implied vol is above my forecast — what now?

If your view is right, options are expensive: sell (hedged) or use low-vega structures like vertical spreads rather than outright longs. Never run naked short options; size for the tail.

Why is an option seller always long theta and short gamma?

Time value flows from seller to buyer (theta income), while the seller holds negative gamma — losses accelerate in large moves. Theta income is the rent for bearing gamma and tail risk; the two always travel together.

منابع

  1. Black, F., & Scholes, M. (1973). JPE 81(3).
  2. Black, F. (1976). JFE 3(1-2).
  3. Cox, J., Ross, S., & Rubinstein, M. (1979). JFE 7(3).
  4. Haug, E. (2007). The Complete Guide to Option Pricing Formulas. McGraw-Hill.

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