Sample path properties of the average generation of a Bellman-Harris process

被引:2
|
作者
Meli, Gianfelice [1 ]
Weber, Tom S. [2 ]
Duffy, Ken R. [1 ]
机构
[1] Maynooth Univ, Hamilton Inst, Maynooth, Kildare, Ireland
[2] Univ Melbourne, Walter & Eliza Hall Inst Med Res, Parkville, Vic, Australia
基金
爱尔兰科学基金会;
关键词
Bellman-Harris process; Sample-path properties; Average generation inference; Average tree depth inference; DNA coded algorithm; Two-type process; MEASURING LYMPHOCYTE-PROLIFERATION; HEMATOPOIETIC STEM-CELLS; IN-VITRO; DIVISION; DIFFERENTIATION; PROGENITOR; POPULATION; RECONSTRUCTION; CONVERGENCE; REVEALS;
D O I
10.1007/s00285-019-01373-0
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Motivated by a recently proposed design for a DNA coded randomised algorithm that enables inference of the average generation of a collection of cells descendent from a common progenitor, here we establish strong convergence properties for the average generation of a super-critical Bellman-Harris process. We further extend those results to a two-type Bellman-Harris process where one type can give rise to the other, but not vice versa. These results further affirm the estimation method's potential utility by establishing its long run accuracy on individual sample-paths, and significantly expanding its remit to encompass cellular development that gives rise to differentiated offspring with distinct population dynamics.
引用
收藏
页码:673 / 704
页数:32
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