On the Order of the Central Moments of the Length of the Longest Common Subsequences in Random Words
Christian Houdr\'e, Jinyong Ma

TL;DR
This paper analyzes the growth order of the central moments of the longest common subsequence length in two independent random words, revealing they are of order n^{r/2} under certain letter distribution conditions.
Contribution
It establishes both lower and upper bounds of order n^{r/2} for the central moments of the LCS length when most letters are rare, extending understanding of LCS behavior.
Findings
Central moments of LCS length are of order n^{r/2}.
Results hold when all but one letter are rare.
Bounds complement each other, confirming the order.
Abstract
We investigate the order of the -th, , central moment of the length of the longest common subsequence of two independent random words of size whose letters are identically distributed and independently drawn from a finite alphabet. When all but one of the letters are drawn with small probabilities, which depend on the size of the alphabet, a lower bound is shown to be of order . This result complements a generic upper bound also of order .
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Taxonomy
TopicsAlgorithms and Data Compression · semigroups and automata theory · Bayesian Methods and Mixture Models
