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Mutations on a Random Binary Tree with Measured Boundary
- Source :
- Ann. Appl. Probab. 28, no. 4 (2018), 2141-2187
- Publication Year :
- 2017
-
Abstract
- Consider a random real tree whose leaf set, or boundary, is endowed with a finite mass measure. Each element of the tree is further given a type, or allele, inherited from the most recent atom of a random point measure (infinitely-many-allele model) on the skeleton of the tree. The partition of the boundary into distinct alleles is the so-called allelic partition. In this paper, we are interested in the infinite trees generated by supercritical, possibly time-inhomogeneous, binary branching processes, and in their boundary, which is the set of particles `co-existing at infinity'. We prove that any such tree can be mapped to a random, compact ultrametric tree called coalescent point process, endowed with a `uniform' measure on its boundary which is the limit as $t\to\infty$ of the properly rescaled counting measure of the population at time $t$. We prove that the clonal (i.e., carrying the same allele as the root) part of the boundary is a regenerative set that we characterize. We then study the allelic partition of the boundary through the measures of its blocks. We also study the dynamics of the clonal subtree, which is a Markovian increasing tree process as mutations are removed.<br />45 pages, 6 figures
- Subjects :
- Statistics and Probability
Population
regenerative set
random point measure
Real tree
01 natural sciences
Point process
Random binary tree
Combinatorics
05C05
010104 statistics & probability
Counting measure
FOS: Mathematics
Quantitative Biology::Populations and Evolution
0101 mathematics
education
Ultrametric space
Branching process
Mathematics
allelic partition
60J80
education.field_of_study
primary 05C05, 60J80, secondary 54E45, 60G51, 60G55, 60G57, 60K15, 92D10
Coalescent point process
tree-valued process
Probability (math.PR)
010102 general mathematics
92D10
branching process
54E45
Tree (data structure)
60K15
60G57
60G55
Statistics, Probability and Uncertainty
60G51
Mathematics - Probability
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Ann. Appl. Probab. 28, no. 4 (2018), 2141-2187
- Accession number :
- edsair.doi.dedup.....81a2945545912d5954a4f9a3a6ad164d