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Learning path Gold Professional operator

Fractional Kelly

Fraction of theoretical Kelly (½, ⅓, ¼) — balances growth and capital survival in real markets.

Who this is for — Anyone using quantitative models but wanting sustainable drawdowns. Operational version of Kelly in non-stationary markets.

Fractional Kelly applies only part of theoretical Kelly — typically ½, ⅓, or ¼ of f*. Slower growth, higher probability of staying in the game when real parameters diverge from estimates.

In plain terms — Take Kelly size and use a fraction. Less aggressive, more survival.

Kelly Frazionato (Half-Kelly) 1.0 Kelly 0.5 Kelly 75% Growth
Full vs ½ vs ⅓ Kelly — growth/DD trade-off. Select a point to explore.

Practical rules

Fraction When
½ Kelly Solid data, medium DD tolerance
⅓ Kelly Prudent live default
¼ Kelly High uncertainty, leverage, unstable markets
  • Pair with hard daily/weekly limits
  • Recalibrate quarterly on out-of-sample W and R
  • Fraction fixed in playbook — not changed emotionally

Governance

  • Document assumptions (W, R, sample) at each recalc
  • If DD exceeds forecast despite fraction → ↓ fraction or pause
  • Pair with drawdown control

Typical mistake — Switching to full Kelly after positive streak — parameters didn't improve, only luck.

Example — Theoretical Kelly 6%/trade. ⅓ Kelly → 2% max. Weak out-of-sample → 1.5% effective in playbook.

Summary card

  • Live default: ⅓ Kelly or less.
  • Review: quarterly + post drawdown.
  • Cap: never exceed plan % limit regardless of f*.

Gold path — Risk control module. Index: Gold path.