Literature DB >> 24031155

Limiting Distributions for Multitype Branching Processes.

Andrei Y Yakovlev1, Nikolay M Yanev.   

Abstract

In this paper the asymptotic behavior of multitype Markov branching processes with discrete or continuous time is investigated in the positive regular and nonsingular case when both the initial number of ancestors and the time tend to infinity. Some limiting distributions are obtained as well as multivariate asymptotic normality is proved. The paper considers also the relative frequencies of distinct types of individuals which is motivated by applications in the field of cell biology. We obtained non-random limits for the frequencies and multivariate asymptotic normality when the initial number of ancestors is large and the time of observation increases to infinity. In fact this paper continues the investigations of Yakovlev and Yanev [32] where the time was fixed. The new obtained limiting results are of special interest for cell kinetics studies where the relative frequencies but not the absolute cell counts are accessible to measurement.

Entities:  

Keywords:  limit theorems; multitype branching processes; multivariate asymptotic normality; relative frequencies

Year:  2010        PMID: 24031155      PMCID: PMC3768166          DOI: 10.1080/07362994.2010.515486

Source DB:  PubMed          Journal:  Stoch Anal Appl        ISSN: 0736-2994            Impact factor:   1.530


  5 in total

1.  Estimation problems associated with stochastic modeling of proliferation and differentiation of O-2A progenitor cells in vitro.

Authors:  A Zorin; M Mayer-Proschel; M Noble; A Y Yakovlev
Journal:  Math Biosci       Date:  2000-10       Impact factor: 2.144

2.  Estimating the life-span of oligodendrocytes from clonal data on their development in cell culture.

Authors:  Ollivier Hyrien; Margot Mayer-Pröschel; Mark Noble; Andrei Yakovlev
Journal:  Math Biosci       Date:  2005-01-22       Impact factor: 2.144

3.  A stochastic model to analyze clonal data on multi-type cell populations.

Authors:  Ollivier Hyrien; Margot Mayer-Pröschel; Mark Noble; Andrei Yakovlev
Journal:  Biometrics       Date:  2005-03       Impact factor: 2.571

4.  Branching stochastic processes with immigration in analysis of renewing cell populations.

Authors:  Andrei Yakovlev; Nikolai Yanev
Journal:  Math Biosci       Date:  2006-06-14       Impact factor: 2.144

5.  Quantitative insight into proliferation and differentiation of oligodendrocyte type 2 astrocyte progenitor cells in vitro.

Authors:  A Y Yakovlev; K Boucher; M Mayer-Proschel; M Noble
Journal:  Proc Natl Acad Sci U S A       Date:  1998-11-24       Impact factor: 11.205

  5 in total
  3 in total

1.  Phenotypic equilibrium as probabilistic convergence in multi-phenotype cell population dynamics.

Authors:  Da-Quan Jiang; Yue Wang; Da Zhou
Journal:  PLoS One       Date:  2017-02-09       Impact factor: 3.240

2.  A test of homogeneity for age-dependent branching processes with immigration.

Authors:  Ollivier Hyrien; Nikolay M Yanev; Craig T Jordan
Journal:  Electron J Stat       Date:  2015-05-22       Impact factor: 1.125

3.  Combined epigenetic and metabolic treatments overcome differentiation blockade in acute myeloid leukemia.

Authors:  Barry M Zee; Kamrine E Poels; Cong-Hui Yao; Kimihito C Kawabata; Gongwei Wu; Cihangir Duy; William D Jacobus; Elizabeth Senior; Jennifer E Endress; Ashwini Jambhekar; Scott B Lovitch; Jiexian Ma; Abhinav Dhall; Isaac S Harris; M Andres Blanco; David B Sykes; Jonathan D Licht; David M Weinstock; Ari Melnick; Marcia C Haigis; Franziska Michor; Yang Shi
Journal:  iScience       Date:  2021-05-25
  3 in total

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