Abstract
One of the main applications of balance indices is in tests of null models of evolutionary processes. The knowledge of an exact formula for a statistic of a balance index, holding for any number \(n\) of leaves, is necessary in order to use this statistic in tests of this kind involving trees of any size. In this paper we obtain exact formulas for the variance under the Yule model of the Sackin, the Colless and the total cophenetic indices of binary rooted phylogenetic trees with \(n\) leaves.
Similar content being viewed by others
References
Blum MGB, François O (2006) Which random processes describe the Tree of Life? A large-scale study of phylogenetic tree imbalance. Sys Biol 55:685–691
Blum MGB, François O, Janson S (2006) The mean, variance and limiting distribution of two statistics sensitive to phylogenetic tree balance. Ann Appl Probab 16:2195–2214
Brown J (1994) Probabilities of evolutionary trees. Syst Biol 43:78–91
Cavalli-Sforza LL, Edwards A (1967) Phylogenetic analysis. Models and estimation procedures. Am J Hum Genet 19:233–257
Colless DH (1982) Review of “Phylogenetics: the theory and practice of phylogenetic systematics”. Sys Zool 31:100–104
Felsenstein J (2004) InferringpPhylogenies. Sinauer Associates Inc., Sunderland
Harding E (1971) The probabilities of rooted tree-shapes generated by random bifurcation. Adv Appl Prob 3:44–77
Heard SB (1992) Patterns in tree balance among cladistic, phenetic, and randomly generated phylogenetic trees. Evolution 46:1818–1826
Kirkpatrick M, Slatkin M (1993) Searching for evolutionary patterns in the shape of a phylogenetic tree. Evolution 47:1171–1181
Matsen F (2007) Optimization over a class of tree shape statistics. IEEE/ACM Trans Comput Biol Bioinforma 4:506–512
Mir A, Rosselló F, Rotger L (2012) A new balance index for phylogenetic trees. Math Biosc. arXiv:1202.1223v1 [q-bio.PE]
Mooers A, Heard SB (1997) Inferring evolutionary process from phylogenetic tree shape. Quart Rev Biol 72:31–54
Ruschendorf L, Neininger R (2006) Survey of multivariate aspects of the contraction method. Discrete Math Theor Comput Sci 8:31–56
Rogers JS (1994) Central moments and probability distribution of Colless’s coefficient of tree imbalance. Evolution 48:2026–2036
Rogers JS (1996) Central moments and probability distributions of three measures of phylogenetic tree imbalance. Sys Biol 45:99–110
Rosen DE (1978) Vicariant patterns and historical explanation in biogeography. Syst Biol 27:159–188
Sackin MJ (1972) “Good” and “bad” phenograms. Sys Zool 21:225–226
Shao KT, Sokal R (1990) Tree balance. Sys Zool 39:226–276
Sokal R, Rohlf F (1962) The comparison of dendrograms by objective methods. Taxon 11:33–40
Steel M, McKenzie A (2000) Distributions of cherries for two models of trees. Math Biosc 164:81–92
Steel M, McKenzie A (2001) Properties of phylogenetic trees generated by Yule-type speciation models. Math Biosc 170:91–112
Yule GU (1924) A mathematical theory of evolution based on the conclusions of Dr J. C. Willis. Phil Trans Royal Soc (Lond) Ser B 213:21–87
Acknowledgments
This research has been partially supported by the Spanish government and the UE FEDER program, through projects MTM2009-07165 and TIN2011-15874-E. We thank J. Miró and M. Lewis for several comments on a previous version of this manuscript. We also thank the comments and suggestions of the associate editor and the reviewers, that have led to a substantial improvement of this paper. Many computations in this paper have been carried out or checked with the aid of Mathematica.
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Cardona, G., Mir, A. & Rosselló, F. Exact formulas for the variance of several balance indices under the Yule model. J. Math. Biol. 67, 1833–1846 (2013). https://doi.org/10.1007/s00285-012-0615-9
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00285-012-0615-9