Relative frequencies in multitype branching processes
arXiv:0902.4773 · doi:10.1214/08-AAP539
Abstract
This paper considers the relative frequencies of distinct types of individuals in multitype branching processes. We prove that the frequencies are asymptotically multivariate normal when the initial number of ancestors is large and the time of observation is fixed. The result is valid for any branching process with a finite number of types; the only assumption required is that of independent individual evolutions. The problem under consideration is motivated by applications in the area of cell biology. Specifically, the reported limiting results are of advantage in cell kinetics studies where the relative frequencies but not the absolute cell counts are accessible to measurement. Relevant statistical applications are discussed in the context of asymptotic maximum likelihood inference for multitype branching processes.
Published in at http://dx.doi.org/10.1214/08-AAP539 the Annals of Applied Probability (http://www.imstat.org/aap/) by the Institute of Mathematical Statistics (http://www.imstat.org)
Cited by in corpus (7)
- Classification of catalytic branching processes and structure of the criticality set
- Phenotypic Equilibrium as Probabilistic Convergence in Multi-phenotype Cell Population Dynamics
- Statistical inference of the rates of cell proliferation and phenotypic switching in cancer
- Resource dependent branching processes and the envelope of societies
- New results in Branching processes using Stochastic Approximation
- A branching network model for T cell dissemination in adaptive immune response
- EM Algorithm for Estimation of the Offspring Distribution in Multitype Branching Processes with Terminal Types