KL Divergence and the Kelly Criterion
Portfolio Splitting and the Kelly Criterion Suppose the Knicks play the Spurs tomorrow. A bookmaker believes $P(\text{Knicks win}) = p$. He sells two fractional contracts, each fairly priced under that belief: A $\$1$ Knicks contract that pays $\frac{1}{p}$ if the Knicks win. A $\$1$ Spurs contract that pays $\frac{1}{1-p}$ if the Spurs win. (Note: Zero vig $\implies$ fair value = $1) A gambler believes $P(\text{Knicks win}) = q > p$. He has just $1 but wants to grow it aggressively, so he spends: ...