Fix two words over the binary alphabet $\{0,1\}$, and generate iid Bernoulli$(p)$ bits until one of the words occurs in sequence. This setup, commonly known as Penney's ante, was popularized by Conway, who found (in unpublished work) a simple formula for the probability that a given word occurs first. We study these 'win' probabilities in Penney's ante from an analytic and combinatorial perspective, building on previous results for the case $p = \frac{1}{2}$ and words of the same length. For words of arbitrary lengths, our results bound how large the win probability can be for the longer word. When $p = \frac{1}{2}$ we characterize when a longer word can be statistically favorable, and for $p \neq \frac{1}{2}$ we present a conjecture describing the optimal pairs, which is supported by computer computations. Additionally, we find that Penney's ante often exhibits symmetry under the transformation $p \to 1-p$. We construct new explicit bijections that account for these symmetries, under conditions that can be easily verified by examining auto- and cross-correlations of the words.
@article{10_37236_13609,
author = {Matthew Drexel and Xuanshan Peng and Jacob Richey},
title = {Word {Length,} {Bias} and {Bijections} in {Penney's} {Ante}},
journal = {The electronic journal of combinatorics},
year = {2025},
volume = {32},
number = {4},
doi = {10.37236/13609},
url = {http://geodesic.mathdoc.fr/articles/10.37236/13609/}
}
TY - JOUR
AU - Matthew Drexel
AU - Xuanshan Peng
AU - Jacob Richey
TI - Word Length, Bias and Bijections in Penney's Ante
JO - The electronic journal of combinatorics
PY - 2025
VL - 32
IS - 4
UR - http://geodesic.mathdoc.fr/articles/10.37236/13609/
DO - 10.37236/13609
ID - 10_37236_13609
ER -
%0 Journal Article
%A Matthew Drexel
%A Xuanshan Peng
%A Jacob Richey
%T Word Length, Bias and Bijections in Penney's Ante
%J The electronic journal of combinatorics
%D 2025
%V 32
%N 4
%U http://geodesic.mathdoc.fr/articles/10.37236/13609/
%R 10.37236/13609
%F 10_37236_13609
Matthew Drexel; Xuanshan Peng; Jacob Richey. Word Length, Bias and Bijections in Penney's Ante. The electronic journal of combinatorics, Tome 32 (2025) no. 4. doi: 10.37236/13609