The Kelly Criterion: Optimal Sizing for Long-Run Wealth
The Kelly Criterion, derived by physicist John Kelly at Bell Labs in 1956, provides the mathematically optimal fraction of capital to bet on each opportunity to maximize the long-run geometric rate of capital growth. For a simple bet: Kelly fraction = (p × b - q) / b, where p = probability of winning, q = 1 - p, and b = net odds (amount won per dollar risked). For stock investing: Kelly fraction ≈ (Expected Return) / (Variance), or more practically, (Edge / Odds).
Full Kelly sizing maximizes expected log wealth (geometric growth) but produces aggressive positions and severe drawdowns in bad streaks — drawdowns that are psychologically intolerable and practically damaging even if mathematically optimal over infinite time. The standard practical solution is Half Kelly or Quarter Kelly: sizing at 50% or 25% of the pure Kelly fraction reduces median drawdowns dramatically while sacrificing only modestly from the maximum long-run growth rate. At Half Kelly, the expected drawdown is roughly half that of Full Kelly with roughly 75% of the long-run compound growth rate.
Kelly Criterion:
Win probability p = 0.55, Loss probability q = 0.45
Net odds b = 1.5 (win $1.50 for every $1 risked)
Full Kelly = (p × b - q) / b
= (0.55 × 1.5 - 0.45) / 1.5
= (0.825 - 0.45) / 1.5 = 0.375 / 1.5
= 25% of capital
Half Kelly = 12.5% of capital