This post covers the paper "Learning Performance of Prediction Markets with Kelly Bettors" by Beygelzimer, Langford, and Pennock. It's a short paper (4 pages main body, 3 pages appendix), and it doesn't use any calculus, so I encourage you to read it yourself. The main conclusion of the paper is a market equilibrium theorem stated in section 4.1
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