Paper Info
Title
Computing the Skewness of the Phylogenetic Mean Pairwise Distance in Linear Time
Abstract
The phylogenetic Mean Pairwise Distance (MPD) is one of the most popular measures for computing the phylogenetic distance between a given group of species. More specifically, for a phylogenetic tree [Formula: see text] and for a set of species R represented by a subset of the leaf nodes of [Formula: see text], the MPD of R is equal to the average cost of all possible simple paths in [Formula: see text] that connect pairs of nodes in R. Among other phylogenetic measures, the MPD is used as a tool for deciding if the species of a given group R are closely related. To do this, it is important to compute not only the value of the MPD for this group but also the expectation, the variance, and the skewness of this metric. Although efficient algorithms have been developed for computing the expectation and the variance the MPD, there has been no approach so far for computing the skewness of this measure.In the present work we describe how to compute the skewness of the MPD on a tree [Formula: see text] optimally, in Θ(n) time; here n is the size of the tree [Formula: see text]. So far this is the first result that leads to an exact, let alone efficient, computation of the skewness for any popular phylogenetic distance measure. Moreover, we show how we can compute in Θ(n) time several interesting quantities in [Formula: see text], that can be possibly used as building blocks for computing efficiently the skewness of other phylogenetic measures.The optimal computation of the skewness of the MPD that is outlined in this work provides one more tool for studying the phylogenetic relatedness of species in large phylogenetic trees. Until now this has been infeasible, given that traditional techniques for computing the skewness are inefficient and based on inexact resampling.
Year
DOI
Venue
2014
10.1186/1748-7188-9-15
Algorithms for Molecular Biology
Keywords
Field
DocType
biomedical research,bioinformatics,algorithms
Pairwise comparison,Skewness,Phylogenetic tree,Bioinformatics,Time complexity,Resampling,Mathematics,Computation
Journal
Volume
Issue
ISSN
9
1
1748-7188
Citations 
PageRank 
References 
1
0.52
2
Authors
2
Name
Order
Citations
PageRank
Constantinos Tsirogiannis1125.93
Brody Sandel242.21