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Bibliographic Details
Main Authors: Ethier, S. N., Stefanello, L.
Format: Preprint
Published: 2025
Subjects:
Online Access:https://arxiv.org/abs/2512.20818
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author Ethier, S. N.
Stefanello, L.
author_facet Ethier, S. N.
Stefanello, L.
contents We study the asymptotic behavior of the ratio of total return (or total profit) to total amount bet in a casino game. While the limit is well understood when the sequence of wagers is independent and identically distributed, here we consider the case in which bet sizes vary over time and may depend on past outcomes. We propose a general framework that yields such results under mild conditions on the conditional expectations of bets, returns, and profits. The set-up applies to many casino games (including compound games and those in which wagers are not immediately resolved), expressing the long-term behavior in terms of intrinsic parameters, namely return to player (RTP) and house advantage (HA). As an application, we examine the roulette win documented in Leigh's (1976) Thirteen against the Bank and attempt to quantify the likelihood that the story is true.
format Preprint
id arxiv_https___arxiv_org_abs_2512_20818
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Long-term behavior of casino games
Ethier, S. N.
Stefanello, L.
Probability
We study the asymptotic behavior of the ratio of total return (or total profit) to total amount bet in a casino game. While the limit is well understood when the sequence of wagers is independent and identically distributed, here we consider the case in which bet sizes vary over time and may depend on past outcomes. We propose a general framework that yields such results under mild conditions on the conditional expectations of bets, returns, and profits. The set-up applies to many casino games (including compound games and those in which wagers are not immediately resolved), expressing the long-term behavior in terms of intrinsic parameters, namely return to player (RTP) and house advantage (HA). As an application, we examine the roulette win documented in Leigh's (1976) Thirteen against the Bank and attempt to quantify the likelihood that the story is true.
title Long-term behavior of casino games
topic Probability
url https://arxiv.org/abs/2512.20818