A central limit theorem for the signatures of 2-bridge knots
Cody Baker, Moshe Cohen, Henry Dam, Rebecca Felber, Neal Madras, Ritvik Saha, Daisy Thackrah

TL;DR
This paper establishes a central limit theorem for the signatures of 2-bridge knots, showing their distribution approaches normality as crossing number increases, and provides a closed formula for counting knots with given signature.
Contribution
It derives a closed formula for the number of 2-bridge knots with specific signatures and proves the distribution of their signatures converges to a normal distribution.
Findings
Distribution of signatures approaches normal as crossing number increases
Closed formula for counting knots with given signature
Signature statistics computed for all 2-bridge knots with crossing number c
Abstract
Cohen, Lowrance, Madras, and Raanes computed the average (absolute value of) signature over all 2-bridge knots with crossing number by introducing the number of 2-bridge knots of crossing number and signature . Here we provide a closed formula for this number. We use these calculations to show that the distribution of the signatures of 2-bridge knots with crossing number approaches a normal distribution as tends to infinity.
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