Crypto asset beta coefficient calculation system

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Crypto asset beta coefficient calculation system
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Crypto Asset Beta Coefficient System Development

Beta coefficient (β) measures sensitivity of asset to movements of market benchmark. In crypto benchmark is usually BTC or general market index. β = 1.5 means: when BTC rises 10% asset historically rose 15%, when BTC falls 10% — loses 15%.

Beta interpretation in crypto:

Beta Interpretation Example
β > 1.5 High BTC sensitivity Small-cap altcoins
β ≈ 1.0 Moves with BTC Large-cap L1
0 < β < 1.0 Less volatile than BTC Stablecoin-adjacent
β < 0 Inverse dependency (rare in crypto) Some hedge-assets

Adjusted Beta regresses toward 1 (market average) over time:

Adjusted Beta = 0.67 × Historical Beta + 0.33 × 1.0

Applications:

  • Portfolio beta management: target portfolio beta
  • Market neutral: combine longs and shorts so total beta ≈ 0
  • Pairs trading: find pairs with similar BTC beta for stat arb

System calculates rolling beta (30d, 90d, 252d), alpha, R² for given asset universe. Dashboard shows table with current beta values and their changes over period.