The Kelly Criterion vs Flat Unit Sizing: Bankroll Growth Modeling

Optimizing Geometric Growth Rates While Eliminating Risk of Ruin

Fractional Kelly betting (such as quarter-Kelly) balances exponential bankroll compounding against the emotional stress of high-variance losing streaks.