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math.OC2026

Exact Finite-Horizon Quantile Kelly for Repeated Multi-Outcome Events

Christopher D. Long

We formulate and prove an exact finite-horizon quantile theorem for repeated identical multi-outcome Kelly wagering in wealth-profile / Arrow--Debreu coordinates. For a fixed -o…

math.OC2026

Risk-Constrained Kelly for Mutually Exclusive Outcomes: CRRA Support Invariance and Logarithmic One-Dimensional Calibration

Christopher D. Long

We study the finite mutually exclusive outcome version of risk-constrained Kelly optimization with explicit state prices. The market has outcome probabilities , state prices…

math.OC2026

Optimal Parlay Wagering and Whitrow Asymptotics: A State-Price and Implicit-Cash Treatment

Christopher D. Long

For independent multi-outcome events under multiplicative parlay pricing, we give a short exact proof of the optimal Kelly strategy using the implicit-cash viewpoint. The proof is…

math.OC2026

Utility-Invariant Support Selection and Eventwise Decoupling for Simultaneous Independent Multi-Outcome Bets

Christopher D. Long

For simultaneous independent events with finitely many outcomes, consider the expected-utility problem with nonnegative wagers and an endogenous cash position. We prove a short sup…

math.OC2026

Single-Event Multinomial Full Kelly via Implicit State Positions

Christopher D. Long

For a single event with finitely many mutually exclusive outcomes, the full Kelly problem is to maximize expected log wealth over nonnegative stakes together with an optional cash…