Quant BuffetRelax, Not Over Thinking

Delta Hedged Short Straddle BTC Strategy

Log in to collect

Academic paper

Valuation and hedging of cryptocurrency inverse options: with backtest simulations using Deribit options data

AuthorsArtur Sepp; Vladimir Lucic

Institute
  • CHUnion Bank of Switzerland
  • ?Clearstar AG
  • ?LGT Bank (Schweiz) AG
  • Imperial College London

Strategy in a nutshell

Trade BTC (or ETH) options using a delta-hedged short straddle. Sell at-the-money calls and puts, reroll weekly, and delta-hedge hourly. Positions are held to maturity, with portfolio sizing based on account value.

Economic rationale

Delta-hedging captures volatility risk premia while mitigating directional risk. Frequent rolls allow consistent option-selling through market cycles, harvesting risk premia more efficiently than unhedged strategies.

Backtest performance

Annualised return39%
Volatility30%
Sharpe ratio1.3
Win rate71%