Valuation models

Crypto options

European options on bitcoin, ether and other coins, paid in currency or coin-margined (Deribit style, premium in coins), on the forward from a futures basis; Black-76, Merton jump diffusion, Heston and Bates by the COS method, with the implied Black-76 vol, delta and the coin delta of an inverse book, gamma, vega and theta.

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Methodology

Conventions

  • A European option on the forward: given, or the index grown at the futures basis.
  • Inverse options pay max(S − K, 0)/S coins, worth the linear payoff in currency: the coin premium is the currency premium over the index.
  • Merton, Heston and Bates prices by the COS method; the Black-76 vol of the model price is shown.

References

  • Black (1976)
  • Bates (1996)
  • Fang and Oosterlee (2008)

Formulas

Inverse premium
V_coin = V / S
Coin delta
Δ_coin = Δ − V/S